{
  "id": "ed_certification_batch_012_review_v1",
  "snapshot_id": "snapshot_2026_06_03_10000_records",
  "generated_at": "2026-06-03",
  "review_batch_id": "ed_certification_batch_012",
  "source_batch_id": "ed_dataset_batch_001",
  "status": "bounded_internal_source_to_record_review",
  "certification_standard_version": "certification_rules_v1",
  "selection_method": "Frozen from the existing ED Batch 012 review artifact so repeated generation cannot silently expand the certified set.",
  "method": "Deterministic Batch 012 review for ED Campus Safety dataset records. It uses current event fields, the ED source-cell provenance audit, and certification_rules_v1 gates. Matched source cells are necessary but not sufficient for certification.",
  "public_claim_limit": "This artifact is internal source-to-record review. It must not be described as third-party review, endorsement, ranking, prevalence measurement, safety scoring, severity scoring, or legal finding.",
  "completion_rule": "Every included record receives a visible status. A certified status requires every gate to pass and an explicit batch-review certification basis; unresolved source-cell locators are blocked.",
  "totals": {
    "records": 250,
    "certified": 120,
    "not_certified": 0,
    "blocked": 130,
    "awaiting_review": 0
  },
  "status_counts": {
    "blocked": 130,
    "certified": 120
  },
  "open_gate_counts": {
    "rationale_specificity": 130,
    "source_locator_specificity": 130
  },
  "provenance_status_counts": {
    "unmatched": 130,
    "matched": 120
  },
  "records": [
    {
      "event_id": "evt_2026_0081",
      "school_id": "university_of_alaska_anchorage",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 113,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV113",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 113 > column VANDAL_SEX24 > cell NV113"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV113 in Oncampushate222324.xlsx, sheet1 row 113, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_alaska_anchorage.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 113 > column VANDAL_SEX24 > cell NV113. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0081/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0081",
      "challenge_url": "/challenge/?record=evt_2026_0081"
    },
    {
      "event_id": "evt_2026_0086",
      "school_id": "kansas_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2432,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV2432",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2432 > column VANDAL_SEX24 > cell NV2432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV2432 in Oncampushate222324.xlsx, sheet1 row 2432, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id kansas_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2432 > column VANDAL_SEX24 > cell NV2432. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0086/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0086",
      "challenge_url": "/challenge/?record=evt_2026_0086"
    },
    {
      "event_id": "evt_2026_0087",
      "school_id": "university_of_maine_at_presque_isle",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2769,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM2769",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2769 > column INTIM_SEX24 > cell NM2769"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM2769 in Oncampushate222324.xlsx, sheet1 row 2769, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_maine_at_presque_isle.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2769 > column INTIM_SEX24 > cell NM2769. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0087/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0087",
      "challenge_url": "/challenge/?record=evt_2026_0087"
    },
    {
      "event_id": "evt_2026_0088",
      "school_id": "missouri_state_university_springfield",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3692,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV3692",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3692 > column VANDAL_SEX24 > cell NV3692"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 5,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV3692 in Oncampushate222324.xlsx, sheet1 row 3692, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id missouri_state_university_springfield.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3692 > column VANDAL_SEX24 > cell NV3692. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0088/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0088",
      "challenge_url": "/challenge/?record=evt_2026_0088"
    },
    {
      "event_id": "evt_2026_0096",
      "school_id": "dakota_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5758,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM5758",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5758 > column INTIM_SEX24 > cell NM5758"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM5758 in Oncampushate222324.xlsx, sheet1 row 5758, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id dakota_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5758 > column INTIM_SEX24 > cell NM5758. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0096/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0096",
      "challenge_url": "/challenge/?record=evt_2026_0096"
    },
    {
      "event_id": "evt_2026_0099",
      "school_id": "casper_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7086,
        "column": "INTIM_GID23",
        "column_letter": "IS",
        "cell": "IS7086",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7086 > column INTIM_GID23 > cell IS7086"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gid23",
      "expected_column": "INTIM_GID23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IS7086 in Oncampushate222324.xlsx, sheet1 row 7086, column INTIM_GID23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id casper_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GID23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7086 > column INTIM_GID23 > cell IS7086. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0099/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0099",
      "challenge_url": "/challenge/?record=evt_2026_0099"
    },
    {
      "event_id": "evt_2026_0100",
      "school_id": "university_of_alaska_fairbanks",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 126,
        "column": "LAR_T_SEX24",
        "column_letter": "ND",
        "cell": "ND126",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 126 > column LAR_T_SEX24 > cell ND126"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-sex24",
      "expected_column": "LAR_T_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell ND126 in Oncampushate222324.xlsx, sheet1 row 126, column LAR_T_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_alaska_fairbanks.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_SEX24 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 126 > column LAR_T_SEX24 > cell ND126. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0100/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0100",
      "challenge_url": "/challenge/?record=evt_2026_0100"
    },
    {
      "event_id": "evt_2026_0104",
      "school_id": "college_of_western_idaho",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 8733,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM8733",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 8733 > column INTIM_SEX24 > cell NM8733"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM8733 in Oncampushate222324.xlsx, sheet1 row 8733, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id college_of_western_idaho.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 8733 > column INTIM_SEX24 > cell NM8733. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0104/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0104",
      "challenge_url": "/challenge/?record=evt_2026_0104"
    },
    {
      "event_id": "evt_2026_0105",
      "school_id": "university_of_kansas",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2417,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM2417",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2417 > column INTIM_SEX24 > cell NM2417"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM2417 in Oncampushate222324.xlsx, sheet1 row 2417, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_kansas.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2417 > column INTIM_SEX24 > cell NM2417. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0105/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0105",
      "challenge_url": "/challenge/?record=evt_2026_0105"
    },
    {
      "event_id": "evt_2026_0124",
      "school_id": "drury_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3543,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV3543",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3543 > column VANDAL_SEX24 > cell NV3543"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV3543 in Oncampushate222324.xlsx, sheet1 row 3543, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id drury_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3543 > column VANDAL_SEX24 > cell NV3543. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0124/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0124",
      "challenge_url": "/challenge/?record=evt_2026_0124"
    },
    {
      "event_id": "evt_2026_0125",
      "school_id": "peru_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3818,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV3818",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3818 > column VANDAL_SEX24 > cell NV3818"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV3818 in Oncampushate222324.xlsx, sheet1 row 3818, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id peru_state_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3818 > column VANDAL_SEX24 > cell NV3818. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0125/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0125",
      "challenge_url": "/challenge/?record=evt_2026_0125"
    },
    {
      "event_id": "evt_2026_0131",
      "school_id": "sacred_heart_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1099,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM1099",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1099 > column INTIM_SEX24 > cell NM1099"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM1099 in Oncampushate222324.xlsx, sheet1 row 1099, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id sacred_heart_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1099 > column INTIM_SEX24 > cell NM1099. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0131/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0131",
      "challenge_url": "/challenge/?record=evt_2026_0131"
    },
    {
      "event_id": "evt_2026_0134",
      "school_id": "indian_river_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1329,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM1329",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1329 > column INTIM_SEX24 > cell NM1329"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM1329 in Oncampushate222324.xlsx, sheet1 row 1329, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id indian_river_state_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1329 > column INTIM_SEX24 > cell NM1329. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0134/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0134",
      "challenge_url": "/challenge/?record=evt_2026_0134"
    },
    {
      "event_id": "evt_2026_0141",
      "school_id": "berea_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2488,
        "column": "LAR_T_SEX24",
        "column_letter": "ND",
        "cell": "ND2488",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2488 > column LAR_T_SEX24 > cell ND2488"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-sex24",
      "expected_column": "LAR_T_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell ND2488 in Oncampushate222324.xlsx, sheet1 row 2488, column LAR_T_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id berea_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_SEX24 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2488 > column LAR_T_SEX24 > cell ND2488. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0141/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0141",
      "challenge_url": "/challenge/?record=evt_2026_0141"
    },
    {
      "event_id": "evt_2026_0147",
      "school_id": "northwest_missouri_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3627,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM3627",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3627 > column INTIM_SEX24 > cell NM3627"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM3627 in Oncampushate222324.xlsx, sheet1 row 3627, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id northwest_missouri_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3627 > column INTIM_SEX24 > cell NM3627. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0147/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0147",
      "challenge_url": "/challenge/?record=evt_2026_0147"
    },
    {
      "event_id": "evt_2026_0180",
      "school_id": "arapahoe_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 966,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM966",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 966 > column INTIM_SEX24 > cell NM966"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM966 in Oncampushate222324.xlsx, sheet1 row 966, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id arapahoe_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 966 > column INTIM_SEX24 > cell NM966. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0180/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0180",
      "challenge_url": "/challenge/?record=evt_2026_0180"
    },
    {
      "event_id": "evt_2026_0185",
      "school_id": "dalton_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1610,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV1610",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1610 > column VANDAL_SEX24 > cell NV1610"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV1610 in Oncampushate222324.xlsx, sheet1 row 1610, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id dalton_state_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1610 > column VANDAL_SEX24 > cell NV1610. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0185/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0185",
      "challenge_url": "/challenge/?record=evt_2026_0185"
    },
    {
      "event_id": "evt_2026_0190",
      "school_id": "mcpherson_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2441,
        "column": "INTIM_GID23",
        "column_letter": "IS",
        "cell": "IS2441",
        "cell_value": "4",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2441 > column INTIM_GID23 > cell IS2441"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gid23",
      "expected_column": "INTIM_GID23",
      "expected_count": 4,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IS2441 in Oncampushate222324.xlsx, sheet1 row 2441, column INTIM_GID23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id mcpherson_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GID23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2441 > column INTIM_GID23 > cell IS2441. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0190/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0190",
      "challenge_url": "/challenge/?record=evt_2026_0190"
    },
    {
      "event_id": "evt_2026_0201",
      "school_id": "creighton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3774,
        "column": "INTIM_SEX23",
        "column_letter": "IQ",
        "cell": "IQ3774",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3774 > column INTIM_SEX23 > cell IQ3774"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex23",
      "expected_column": "INTIM_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IQ3774 in Oncampushate222324.xlsx, sheet1 row 3774, column INTIM_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id creighton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3774 > column INTIM_SEX23 > cell IQ3774. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0201/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0201",
      "challenge_url": "/challenge/?record=evt_2026_0201"
    },
    {
      "event_id": "evt_2026_0215",
      "school_id": "champlain_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6529,
        "column": "LAR_T_SEX24",
        "column_letter": "ND",
        "cell": "ND6529",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6529 > column LAR_T_SEX24 > cell ND6529"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-sex24",
      "expected_column": "LAR_T_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell ND6529 in Oncampushate222324.xlsx, sheet1 row 6529, column LAR_T_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id champlain_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_SEX24 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6529 > column LAR_T_SEX24 > cell ND6529. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0215/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0215",
      "challenge_url": "/challenge/?record=evt_2026_0215"
    },
    {
      "event_id": "evt_2026_0216",
      "school_id": "university_of_washington_seattle_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6871,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV6871",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6871 > column VANDAL_SEX24 > cell NV6871"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 5,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV6871 in Oncampushate222324.xlsx, sheet1 row 6871, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_washington_seattle_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6871 > column VANDAL_SEX24 > cell NV6871. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0216/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0216",
      "challenge_url": "/challenge/?record=evt_2026_0216"
    },
    {
      "event_id": "evt_2026_0217",
      "school_id": "lawrence_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6978,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM6978",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6978 > column INTIM_SEX24 > cell NM6978"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM6978 in Oncampushate222324.xlsx, sheet1 row 6978, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id lawrence_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6978 > column INTIM_SEX24 > cell NM6978. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0217/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0217",
      "challenge_url": "/challenge/?record=evt_2026_0217"
    },
    {
      "event_id": "evt_2026_0238",
      "school_id": "emporia_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2384,
        "column": "LAR_T_GID23",
        "column_letter": "IJ",
        "cell": "IJ2384",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2384 > column LAR_T_GID23 > cell IJ2384"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-gid23",
      "expected_column": "LAR_T_GID23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IJ2384 in Oncampushate222324.xlsx, sheet1 row 2384, column LAR_T_GID23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id emporia_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_GID23 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-gid23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2384 > column LAR_T_GID23 > cell IJ2384. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0238/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0238",
      "challenge_url": "/challenge/?record=evt_2026_0238"
    },
    {
      "event_id": "evt_2026_0240",
      "school_id": "tulane_university_of_louisiana",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2738,
        "column": "INTIM_SEX23",
        "column_letter": "IQ",
        "cell": "IQ2738",
        "cell_value": "5",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2738 > column INTIM_SEX23 > cell IQ2738"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex23",
      "expected_column": "INTIM_SEX23",
      "expected_count": 5,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IQ2738 in Oncampushate222324.xlsx, sheet1 row 2738, column INTIM_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id tulane_university_of_louisiana.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2738 > column INTIM_SEX23 > cell IQ2738. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0240/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0240",
      "challenge_url": "/challenge/?record=evt_2026_0240"
    },
    {
      "event_id": "evt_2026_0241",
      "school_id": "college_of_the_holy_cross",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2978,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV2978",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2978 > column VANDAL_SEX24 > cell NV2978"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV2978 in Oncampushate222324.xlsx, sheet1 row 2978, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id college_of_the_holy_cross.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2978 > column VANDAL_SEX24 > cell NV2978. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0241/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0241",
      "challenge_url": "/challenge/?record=evt_2026_0241"
    },
    {
      "event_id": "evt_2026_0244",
      "school_id": "central_lakes_college_brainerd",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3325,
        "column": "INTIM_GID24",
        "column_letter": "NO",
        "cell": "NO3325",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3325 > column INTIM_GID24 > cell NO3325"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gid24",
      "expected_column": "INTIM_GID24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NO3325 in Oncampushate222324.xlsx, sheet1 row 3325, column INTIM_GID24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id central_lakes_college_brainerd.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GID24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3325 > column INTIM_GID24 > cell NO3325. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0244/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0244",
      "challenge_url": "/challenge/?record=evt_2026_0244"
    },
    {
      "event_id": "evt_2026_0247",
      "school_id": "university_of_north_carolina_at_pembroke",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4717,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM4717",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4717 > column INTIM_SEX24 > cell NM4717"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM4717 in Oncampushate222324.xlsx, sheet1 row 4717, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_north_carolina_at_pembroke.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4717 > column INTIM_SEX24 > cell NM4717. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0247/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0247",
      "challenge_url": "/challenge/?record=evt_2026_0247"
    },
    {
      "event_id": "evt_2026_0251",
      "school_id": "new_mexico_state_university_dona_ana",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4060,
        "column": "VANDAL_SEX22",
        "column_letter": "ED",
        "cell": "ED4060",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4060 > column VANDAL_SEX22 > cell ED4060"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex22",
      "expected_column": "VANDAL_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell ED4060 in Oncampushate222324.xlsx, sheet1 row 4060, column VANDAL_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id new_mexico_state_university_dona_ana.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4060 > column VANDAL_SEX22 > cell ED4060. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0251/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0251",
      "challenge_url": "/challenge/?record=evt_2026_0251"
    },
    {
      "event_id": "evt_2026_0254",
      "school_id": "eastern_oregon_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5205,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV5205",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5205 > column VANDAL_SEX24 > cell NV5205"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV5205 in Oncampushate222324.xlsx, sheet1 row 5205, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id eastern_oregon_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5205 > column VANDAL_SEX24 > cell NV5205. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0254/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0254",
      "challenge_url": "/challenge/?record=evt_2026_0254"
    },
    {
      "event_id": "evt_2026_0255",
      "school_id": "susquehanna_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5561,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM5561",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5561 > column INTIM_SEX24 > cell NM5561"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM5561 in Oncampushate222324.xlsx, sheet1 row 5561, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id susquehanna_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5561 > column INTIM_SEX24 > cell NM5561. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0255/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0255",
      "challenge_url": "/challenge/?record=evt_2026_0255"
    },
    {
      "event_id": "evt_2026_0256",
      "school_id": "rhode_island_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5619,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM5619",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5619 > column INTIM_SEX24 > cell NM5619"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM5619 in Oncampushate222324.xlsx, sheet1 row 5619, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id rhode_island_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5619 > column INTIM_SEX24 > cell NM5619. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0256/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0256",
      "challenge_url": "/challenge/?record=evt_2026_0256"
    },
    {
      "event_id": "evt_2026_0261",
      "school_id": "germanna_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6590,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV6590",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6590 > column VANDAL_SEX24 > cell NV6590"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV6590 in Oncampushate222324.xlsx, sheet1 row 6590, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id germanna_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6590 > column VANDAL_SEX24 > cell NV6590. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0261/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0261",
      "challenge_url": "/challenge/?record=evt_2026_0261"
    },
    {
      "event_id": "evt_2026_0264",
      "school_id": "university_of_wisconsin_platteville",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 7077,
        "column": "VANDAL_GID24",
        "column_letter": "NX",
        "cell": "NX7077",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 7077 > column VANDAL_GID24 > cell NX7077"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gid24",
      "expected_column": "VANDAL_GID24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NX7077 in Oncampushate222324.xlsx, sheet1 row 7077, column VANDAL_GID24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_platteville.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GID24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 7077 > column VANDAL_GID24 > cell NX7077. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0264/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0264",
      "challenge_url": "/challenge/?record=evt_2026_0264"
    },
    {
      "event_id": "evt_2026_0270",
      "school_id": "post_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1096,
        "column": "VANDAL_SEX23",
        "column_letter": "IZ",
        "cell": "IZ1096",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1096 > column VANDAL_SEX23 > cell IZ1096"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex23",
      "expected_column": "VANDAL_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IZ1096 in Oncampushate222324.xlsx, sheet1 row 1096, column VANDAL_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id post_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1096 > column VANDAL_SEX23 > cell IZ1096. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0270/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0270",
      "challenge_url": "/challenge/?record=evt_2026_0270"
    },
    {
      "event_id": "evt_2026_0273",
      "school_id": "grand_view_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2246,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV2246",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2246 > column VANDAL_SEX24 > cell NV2246"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV2246 in Oncampushate222324.xlsx, sheet1 row 2246, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id grand_view_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2246 > column VANDAL_SEX24 > cell NV2246. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0273/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0273",
      "challenge_url": "/challenge/?record=evt_2026_0273"
    },
    {
      "event_id": "evt_2026_0281",
      "school_id": "central_connecticut_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 1050,
        "column": "INTIM_SEX22",
        "column_letter": "DU",
        "cell": "DU1050",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 1050 > column INTIM_SEX22 > cell DU1050"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex22",
      "expected_column": "INTIM_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DU1050 in Oncampushate222324.xlsx, sheet1 row 1050, column INTIM_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id central_connecticut_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 1050 > column INTIM_SEX22 > cell DU1050. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0281/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0281",
      "challenge_url": "/challenge/?record=evt_2026_0281"
    },
    {
      "event_id": "evt_2026_0290",
      "school_id": "anne_arundel_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2788,
        "column": "INTIM_GID24",
        "column_letter": "NO",
        "cell": "NO2788",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2788 > column INTIM_GID24 > cell NO2788"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gid24",
      "expected_column": "INTIM_GID24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NO2788 in Oncampushate222324.xlsx, sheet1 row 2788, column INTIM_GID24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id anne_arundel_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GID24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2788 > column INTIM_GID24 > cell NO2788. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0290/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0290",
      "challenge_url": "/challenge/?record=evt_2026_0290"
    },
    {
      "event_id": "evt_2026_0299",
      "school_id": "new_mexico_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4081,
        "column": "VANDAL_SEX22",
        "column_letter": "ED",
        "cell": "ED4081",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4081 > column VANDAL_SEX22 > cell ED4081"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex22",
      "expected_column": "VANDAL_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell ED4081 in Oncampushate222324.xlsx, sheet1 row 4081, column VANDAL_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id new_mexico_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4081 > column VANDAL_SEX22 > cell ED4081. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0299/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0299",
      "challenge_url": "/challenge/?record=evt_2026_0299"
    },
    {
      "event_id": "evt_2026_0301",
      "school_id": "kent_state_university_at_kent",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4966,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV4966",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4966 > column VANDAL_SEX24 > cell NV4966"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV4966 in Oncampushate222324.xlsx, sheet1 row 4966, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id kent_state_university_at_kent.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4966 > column VANDAL_SEX24 > cell NV4966. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0301/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0301",
      "challenge_url": "/challenge/?record=evt_2026_0301"
    },
    {
      "event_id": "evt_2026_0306",
      "school_id": "fisk_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 5824,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM5824",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 5824 > column INTIM_SEX24 > cell NM5824"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM5824 in Oncampushate222324.xlsx, sheet1 row 5824, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id fisk_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 5824 > column INTIM_SEX24 > cell NM5824. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0306/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0306",
      "challenge_url": "/challenge/?record=evt_2026_0306"
    },
    {
      "event_id": "evt_2026_0311",
      "school_id": "university_of_puget_sound",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6823,
        "column": "VANDAL_GID24",
        "column_letter": "NX",
        "cell": "NX6823",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6823 > column VANDAL_GID24 > cell NX6823"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-gid24",
      "expected_column": "VANDAL_GID24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NX6823 in Oncampushate222324.xlsx, sheet1 row 6823, column VANDAL_GID24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_puget_sound.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GID24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gid24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6823 > column VANDAL_GID24 > cell NX6823. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0311/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0311",
      "challenge_url": "/challenge/?record=evt_2026_0311"
    },
    {
      "event_id": "evt_2026_0312",
      "school_id": "beloit_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 6952,
        "column": "INTIM_GID24",
        "column_letter": "NO",
        "cell": "NO6952",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 6952 > column INTIM_GID24 > cell NO6952"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gid24",
      "expected_column": "INTIM_GID24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NO6952 in Oncampushate222324.xlsx, sheet1 row 6952, column INTIM_GID24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id beloit_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GID24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 6952 > column INTIM_GID24 > cell NO6952. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0312/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0312",
      "challenge_url": "/challenge/?record=evt_2026_0312"
    },
    {
      "event_id": "evt_2026_0315",
      "school_id": "california_polytechnic_state_university_san_luis_obispo",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 438,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV438",
        "cell_value": "2",
        "locator": "Oncampushate222324.xlsx > sheet1 row 438 > column VANDAL_SEX24 > cell NV438"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 2,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV438 in Oncampushate222324.xlsx, sheet1 row 438, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_polytechnic_state_university_san_luis_obispo.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 438 > column VANDAL_SEX24 > cell NV438. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0315/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0315",
      "challenge_url": "/challenge/?record=evt_2026_0315"
    },
    {
      "event_id": "evt_2026_0324",
      "school_id": "louisiana_state_university_eunice",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2680,
        "column": "INTIM_GID22",
        "column_letter": "DW",
        "cell": "DW2680",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2680 > column INTIM_GID22 > cell DW2680"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gid22",
      "expected_column": "INTIM_GID22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DW2680 in Oncampushate222324.xlsx, sheet1 row 2680, column INTIM_GID22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id louisiana_state_university_eunice.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GID22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2680 > column INTIM_GID22 > cell DW2680. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0324/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0324",
      "challenge_url": "/challenge/?record=evt_2026_0324"
    },
    {
      "event_id": "evt_2026_0330",
      "school_id": "university_of_dubuque",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2232,
        "column": "INTIM_GID24",
        "column_letter": "NO",
        "cell": "NO2232",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2232 > column INTIM_GID24 > cell NO2232"
      },
      "provenance_status": "matched",
      "code_tag": "intim-gid24",
      "expected_column": "INTIM_GID24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NO2232 in Oncampushate222324.xlsx, sheet1 row 2232, column INTIM_GID24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_dubuque.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GID24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gid24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2232 > column INTIM_GID24 > cell NO2232. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0330/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0330",
      "challenge_url": "/challenge/?record=evt_2026_0330"
    },
    {
      "event_id": "evt_2026_0335",
      "school_id": "boston_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 2917,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV2917",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 2917 > column VANDAL_SEX24 > cell NV2917"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV2917 in Oncampushate222324.xlsx, sheet1 row 2917, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id boston_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 2917 > column VANDAL_SEX24 > cell NV2917. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0335/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0335",
      "challenge_url": "/challenge/?record=evt_2026_0335"
    },
    {
      "event_id": "evt_2026_0337",
      "school_id": "calvin_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 3101,
        "column": "VANDAL_SEX24",
        "column_letter": "NV",
        "cell": "NV3101",
        "cell_value": "1",
        "locator": "Oncampushate222324.xlsx > sheet1 row 3101 > column VANDAL_SEX24 > cell NV3101"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-sex24",
      "expected_column": "VANDAL_SEX24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NV3101 in Oncampushate222324.xlsx, sheet1 row 3101, column VANDAL_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id calvin_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_SEX24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 3101 > column VANDAL_SEX24 > cell NV3101. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0337/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0337",
      "challenge_url": "/challenge/?record=evt_2026_0337"
    },
    {
      "event_id": "evt_2026_0343",
      "school_id": "culinary_institute_of_america",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Oncampushate222324.xlsx",
        "sheet": "sheet1",
        "row": 4185,
        "column": "INTIM_SEX24",
        "column_letter": "NM",
        "cell": "NM4185",
        "cell_value": "3",
        "locator": "Oncampushate222324.xlsx > sheet1 row 4185 > column INTIM_SEX24 > cell NM4185"
      },
      "provenance_status": "matched",
      "code_tag": "intim-sex24",
      "expected_column": "INTIM_SEX24",
      "expected_count": 3,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NM4185 in Oncampushate222324.xlsx, sheet1 row 4185, column INTIM_SEX24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id culinary_institute_of_america.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_SEX24 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-sex24 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Oncampushate222324.xlsx > sheet1 row 4185 > column INTIM_SEX24 > cell NM4185. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_0343/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_0343",
      "challenge_url": "/challenge/?record=evt_2026_0343"
    },
    {
      "event_id": "evt_2026_3637",
      "school_id": "west_chester_university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5592,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP5592",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5592 > column INTIM_REL23 > cell IP5592"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP5592 in Residencehallhate222324.xlsx, sheet1 row 5592, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id west_chester_university_of_pennsylvania.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5592 > column INTIM_REL23 > cell IP5592. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3637/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3637",
      "challenge_url": "/challenge/?record=evt_2026_3637"
    },
    {
      "event_id": "evt_2026_3638",
      "school_id": "texas_a_and_m_university_college_station",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 6324,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY6324",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 6324 > column VANDAL_REL23 > cell IY6324"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY6324 in Residencehallhate222324.xlsx, sheet1 row 6324, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id texas_a_and_m_university_college_station.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 6324 > column VANDAL_REL23 > cell IY6324. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3638/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3638",
      "challenge_url": "/challenge/?record=evt_2026_3638"
    },
    {
      "event_id": "evt_2026_3640",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 973,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP973",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_REL23 > cell IP973"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP973 in Residencehallhate222324.xlsx, sheet1 row 973, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 973 > column INTIM_REL23 > cell IP973. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3640/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3640",
      "challenge_url": "/challenge/?record=evt_2026_3640"
    },
    {
      "event_id": "evt_2026_3641",
      "school_id": "bridgewater_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2927,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX2927",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_RAC23 > cell IX2927"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX2927 in Residencehallhate222324.xlsx, sheet1 row 2927, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bridgewater_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_RAC23 > cell IX2927. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3641/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3641",
      "challenge_url": "/challenge/?record=evt_2026_3641"
    },
    {
      "event_id": "evt_2026_3643",
      "school_id": "willamette_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5286,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5286",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_REL23 > cell IY5286"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY5286 in Residencehallhate222324.xlsx, sheet1 row 5286, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id willamette_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5286 > column VANDAL_REL23 > cell IY5286. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3643/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3643",
      "challenge_url": "/challenge/?record=evt_2026_3643"
    },
    {
      "event_id": "evt_2026_3644",
      "school_id": "bryn_mawr_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5317,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5317",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5317 > column VANDAL_RAC22 > cell EB5317"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB5317 in Residencehallhate222324.xlsx, sheet1 row 5317, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bryn_mawr_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5317 > column VANDAL_RAC22 > cell EB5317. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3644/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3644",
      "challenge_url": "/challenge/?record=evt_2026_3644"
    },
    {
      "event_id": "evt_2026_3648",
      "school_id": "st_lawrence_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4405,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4405",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4405 > column VANDAL_REL22 > cell EC4405"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC4405 in Residencehallhate222324.xlsx, sheet1 row 4405, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id st_lawrence_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4405 > column VANDAL_REL22 > cell EC4405. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3648/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3648",
      "challenge_url": "/challenge/?record=evt_2026_3648"
    },
    {
      "event_id": "evt_2026_3651",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "VANDAL_ET24",
        "column_letter": "NZ",
        "cell": "NZ483",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 483 > column VANDAL_ET24 > cell NZ483"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et24",
      "expected_column": "VANDAL_ET24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NZ483 in Residencehallhate222324.xlsx, sheet1 row 483, column VANDAL_ET24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et24 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 483 > column VANDAL_ET24 > cell NZ483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3651/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3651",
      "challenge_url": "/challenge/?record=evt_2026_3651"
    },
    {
      "event_id": "evt_2026_3652",
      "school_id": "bentley_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2910,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC2910",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2910 > column VANDAL_REL22 > cell EC2910"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC2910 in Residencehallhate222324.xlsx, sheet1 row 2910, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bentley_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2910 > column VANDAL_REL22 > cell EC2910. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3652/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3652",
      "challenge_url": "/challenge/?record=evt_2026_3652"
    },
    {
      "event_id": "evt_2026_3653",
      "school_id": "suny_maritime_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4472,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4472",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4472 > column VANDAL_RAC22 > cell EB4472"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB4472 in Residencehallhate222324.xlsx, sheet1 row 4472, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_maritime_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4472 > column VANDAL_RAC22 > cell EB4472. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3653/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3653",
      "challenge_url": "/challenge/?record=evt_2026_3653"
    },
    {
      "event_id": "evt_2026_3654",
      "school_id": "allegheny_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5303,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5303",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5303 > column VANDAL_REL22 > cell EC5303"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC5303 in Residencehallhate222324.xlsx, sheet1 row 5303, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id allegheny_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5303 > column VANDAL_REL22 > cell EC5303. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3654/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3654",
      "challenge_url": "/challenge/?record=evt_2026_3654"
    },
    {
      "event_id": "evt_2026_3655",
      "school_id": "california_state_university_fullerton",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 457,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD457",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 457 > column VANDAL_ET23 > cell JD457"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_ET23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JD457 in Residencehallhate222324.xlsx, sheet1 row 457, column VANDAL_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_state_university_fullerton.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 457 > column VANDAL_ET23 > cell JD457. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3655/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3655",
      "challenge_url": "/challenge/?record=evt_2026_3655"
    },
    {
      "event_id": "evt_2026_3656",
      "school_id": "northeastern_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3027,
        "column": "SIM_A_SEX23",
        "column_letter": "HY",
        "cell": "HY3027",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3027 > column SIM_A_SEX23 > cell HY3027"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex23",
      "expected_column": "SIM_A_SEX23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell HY3027 in Residencehallhate222324.xlsx, sheet1 row 3027, column SIM_A_SEX23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id northeastern_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX23 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex23 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3027 > column SIM_A_SEX23 > cell HY3027. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3656/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3656",
      "challenge_url": "/challenge/?record=evt_2026_3656"
    },
    {
      "event_id": "evt_2026_3657",
      "school_id": "clarkson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4153,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4153",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4153 > column VANDAL_REL23 > cell IY4153"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY4153 in Residencehallhate222324.xlsx, sheet1 row 4153, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id clarkson_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4153 > column VANDAL_REL23 > cell IY4153. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3657/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3657",
      "challenge_url": "/challenge/?record=evt_2026_3657"
    },
    {
      "event_id": "evt_2026_3659",
      "school_id": "california_state_university_stanislaus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 447,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS447",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 447 > column INTIM_RAC22 > cell DS447"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS447 in Residencehallhate222324.xlsx, sheet1 row 447, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_state_university_stanislaus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 447 > column INTIM_RAC22 > cell DS447. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3659/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3659",
      "challenge_url": "/challenge/?record=evt_2026_3659"
    },
    {
      "event_id": "evt_2026_3663",
      "school_id": "pomona_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 794,
        "column": "VANDAL_NAT22",
        "column_letter": "EI",
        "cell": "EI794",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 794 > column VANDAL_NAT22 > cell EI794"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat22",
      "expected_column": "VANDAL_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EI794 in Residencehallhate222324.xlsx, sheet1 row 794, column VANDAL_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pomona_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 794 > column VANDAL_NAT22 > cell EI794. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3663/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3663",
      "challenge_url": "/challenge/?record=evt_2026_3663"
    },
    {
      "event_id": "evt_2026_3665",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "VANDAL_REL24",
        "column_letter": "NU",
        "cell": "NU4433",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_REL24 > cell NU4433"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel24",
      "expected_column": "VANDAL_REL24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NU4433 in Residencehallhate222324.xlsx, sheet1 row 4433, column VANDAL_REL24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_agriculture_and_technology_at_cobleskill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel24 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_REL24 > cell NU4433. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3665/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3665",
      "challenge_url": "/challenge/?record=evt_2026_3665"
    },
    {
      "event_id": "evt_2026_3666",
      "school_id": "moravian_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5456,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY5456",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5456 > column INTIM_ET22 > cell DY5456"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DY5456 in Residencehallhate222324.xlsx, sheet1 row 5456, column INTIM_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id moravian_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5456 > column INTIM_ET22 > cell DY5456. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3666/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3666",
      "challenge_url": "/challenge/?record=evt_2026_3666"
    },
    {
      "event_id": "evt_2026_3668",
      "school_id": "wentworth_institute_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 3074,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB3074",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 3074 > column VANDAL_RAC22 > cell EB3074"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB3074 in Residencehallhate222324.xlsx, sheet1 row 3074, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id wentworth_institute_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 3074 > column VANDAL_RAC22 > cell EB3074. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3668/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3668",
      "challenge_url": "/challenge/?record=evt_2026_3668"
    },
    {
      "event_id": "evt_2026_3670",
      "school_id": "pennsylvania_state_university_penn_state_abington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5491,
        "column": "FOND_REL22",
        "column_letter": "AH",
        "cell": "AH5491",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5491 > column FOND_REL22 > cell AH5491"
      },
      "provenance_status": "matched",
      "code_tag": "fond-rel22",
      "expected_column": "FOND_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell AH5491 in Residencehallhate222324.xlsx, sheet1 row 5491, column FOND_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_penn_state_abington.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_REL22 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5491 > column FOND_REL22 > cell AH5491. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3670/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3670",
      "challenge_url": "/challenge/?record=evt_2026_3670"
    },
    {
      "event_id": "evt_2026_3671",
      "school_id": "university_of_california_santa_barbara",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 483,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT483",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 483 > column VANDAL_RAC24 > cell NT483"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT483 in Residencehallhate222324.xlsx, sheet1 row 483, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_santa_barbara.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 483 > column VANDAL_RAC24 > cell NT483. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3671/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3671",
      "challenge_url": "/challenge/?record=evt_2026_3671"
    },
    {
      "event_id": "evt_2026_3673",
      "school_id": "albert_einstein_college_of_medicine",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7638,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG7638",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7638 > column LAR_T_REL23 > cell IG7638"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel23",
      "expected_column": "LAR_T_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IG7638 in Residencehallhate222324.xlsx, sheet1 row 7638, column LAR_T_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id albert_einstein_college_of_medicine.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL23 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7638 > column LAR_T_REL23 > cell IG7638. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3673/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3673",
      "challenge_url": "/challenge/?record=evt_2026_3673"
    },
    {
      "event_id": "evt_2026_3674",
      "school_id": "university_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5501,
        "column": "VANDAL_NAT22",
        "column_letter": "EI",
        "cell": "EI5501",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5501 > column VANDAL_NAT22 > cell EI5501"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat22",
      "expected_column": "VANDAL_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EI5501 in Residencehallhate222324.xlsx, sheet1 row 5501, column VANDAL_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_pennsylvania.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5501 > column VANDAL_NAT22 > cell EI5501. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3674/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3674",
      "challenge_url": "/challenge/?record=evt_2026_3674"
    },
    {
      "event_id": "evt_2026_3676",
      "school_id": "bridgewater_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 2927,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB2927",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_RAC22 > cell EB2927"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB2927 in Residencehallhate222324.xlsx, sheet1 row 2927, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bridgewater_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 2927 > column VANDAL_RAC22 > cell EB2927. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3676/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3676",
      "challenge_url": "/challenge/?record=evt_2026_3676"
    },
    {
      "event_id": "evt_2026_3677",
      "school_id": "yeshiva_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4545,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP4545",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4545 > column INTIM_REL23 > cell IP4545"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP4545 in Residencehallhate222324.xlsx, sheet1 row 4545, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id yeshiva_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4545 > column INTIM_REL23 > cell IP4545. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3677/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3677",
      "challenge_url": "/challenge/?record=evt_2026_3677"
    },
    {
      "event_id": "evt_2026_3678",
      "school_id": "york_college_of_pennsylvania",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5607,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5607",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5607 > column INTIM_RAC22 > cell DS5607"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS5607 in Residencehallhate222324.xlsx, sheet1 row 5607, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id york_college_of_pennsylvania.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5607 > column INTIM_RAC22 > cell DS5607. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3678/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3678",
      "challenge_url": "/challenge/?record=evt_2026_3678"
    },
    {
      "event_id": "evt_2026_3681",
      "school_id": "new_york_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4328,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY4328",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4328 > column INTIM_ET22 > cell DY4328"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DY4328 in Residencehallhate222324.xlsx, sheet1 row 4328, column INTIM_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id new_york_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4328 > column INTIM_ET22 > cell DY4328. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3681/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3681",
      "challenge_url": "/challenge/?record=evt_2026_3681"
    },
    {
      "event_id": "evt_2026_3682",
      "school_id": "pennsylvania_college_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7434,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT7434",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7434 > column VANDAL_RAC24 > cell NT7434"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT7434 in Residencehallhate222324.xlsx, sheet1 row 7434, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_college_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7434 > column VANDAL_RAC24 > cell NT7434. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3682/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3682",
      "challenge_url": "/challenge/?record=evt_2026_3682"
    },
    {
      "event_id": "evt_2026_3684",
      "school_id": "marist_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4289,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4289",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4289 > column VANDAL_RAC22 > cell EB4289"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB4289 in Residencehallhate222324.xlsx, sheet1 row 4289, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id marist_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4289 > column VANDAL_RAC22 > cell EB4289. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3684/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3684",
      "challenge_url": "/challenge/?record=evt_2026_3684"
    },
    {
      "event_id": "evt_2026_3685",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA5562",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_NAT24 > cell OA5562"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell OA5562 in Residencehallhate222324.xlsx, sheet1 row 5562, column VANDAL_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id swarthmore_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_NAT24 > cell OA5562. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3685/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3685",
      "challenge_url": "/challenge/?record=evt_2026_3685"
    },
    {
      "event_id": "evt_2026_3687",
      "school_id": "university_at_albany",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4436,
        "column": "INTIM_REL22",
        "column_letter": "DT",
        "cell": "DT4436",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4436 > column INTIM_REL22 > cell DT4436"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel22",
      "expected_column": "INTIM_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DT4436 in Residencehallhate222324.xlsx, sheet1 row 4436, column INTIM_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_at_albany.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4436 > column INTIM_REL22 > cell DT4436. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3687/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3687",
      "challenge_url": "/challenge/?record=evt_2026_3687"
    },
    {
      "event_id": "evt_2026_3688",
      "school_id": "widener_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5600,
        "column": "VANDAL_RAC24",
        "column_letter": "NT",
        "cell": "NT5600",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5600 > column VANDAL_RAC24 > cell NT5600"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac24",
      "expected_column": "VANDAL_RAC24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell NT5600 in Residencehallhate222324.xlsx, sheet1 row 5600, column VANDAL_RAC24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id widener_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac24 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5600 > column VANDAL_RAC24 > cell NT5600. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3688/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3688",
      "challenge_url": "/challenge/?record=evt_2026_3688"
    },
    {
      "event_id": "evt_2026_3689",
      "school_id": "california_state_university_monterey_bay",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7755,
        "column": "SIM_A_SEX22",
        "column_letter": "DC",
        "cell": "DC7755",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7755 > column SIM_A_SEX22 > cell DC7755"
      },
      "provenance_status": "matched",
      "code_tag": "sim-a-sex22",
      "expected_column": "SIM_A_SEX22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DC7755 in Residencehallhate222324.xlsx, sheet1 row 7755, column SIM_A_SEX22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_state_university_monterey_bay.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX22 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex22 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7755 > column SIM_A_SEX22 > cell DC7755. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3689/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3689",
      "challenge_url": "/challenge/?record=evt_2026_3689"
    },
    {
      "event_id": "evt_2026_3691",
      "school_id": "drexel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5353,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5353",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5353 > column VANDAL_RAC23 > cell IX5353"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX5353 in Residencehallhate222324.xlsx, sheet1 row 5353, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id drexel_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5353 > column VANDAL_RAC23 > cell IX5353. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3691/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3691",
      "challenge_url": "/challenge/?record=evt_2026_3691"
    },
    {
      "event_id": "evt_2026_3693",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4432",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_RAC23 > cell IX4432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX4432 in Residencehallhate222324.xlsx, sheet1 row 4432, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_technology_at_delhi.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_RAC23 > cell IX4432. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3693/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3693",
      "challenge_url": "/challenge/?record=evt_2026_3693"
    },
    {
      "event_id": "evt_2026_3694",
      "school_id": "pennsylvania_state_university_penn_state_berks",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5480,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV5480",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5480 > column INTIM_NAT23 > cell IV5480"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IV5480 in Residencehallhate222324.xlsx, sheet1 row 5480, column INTIM_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_penn_state_berks.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5480 > column INTIM_NAT23 > cell IV5480. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3694/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3694",
      "challenge_url": "/challenge/?record=evt_2026_3694"
    },
    {
      "event_id": "evt_2026_3695",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP7231",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7231 > column INTIM_REL23 > cell IP7231"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP7231 in Residencehallhate222324.xlsx, sheet1 row 7231, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7231 > column INTIM_REL23 > cell IP7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3695/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3695",
      "challenge_url": "/challenge/?record=evt_2026_3695"
    },
    {
      "event_id": "evt_2026_3697",
      "school_id": "temple_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5565,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX5565",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_RAC23 > cell IX5565"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX5565 in Residencehallhate222324.xlsx, sheet1 row 5565, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id temple_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_RAC23 > cell IX5565. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3697/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3697",
      "challenge_url": "/challenge/?record=evt_2026_3697"
    },
    {
      "event_id": "evt_2026_3698",
      "school_id": "menlo_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 678,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB678",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 678 > column VANDAL_RAC22 > cell EB678"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB678 in Residencehallhate222324.xlsx, sheet1 row 678, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id menlo_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 678 > column VANDAL_RAC22 > cell EB678. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3698/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3698",
      "challenge_url": "/challenge/?record=evt_2026_3698"
    },
    {
      "event_id": "evt_2026_3699",
      "school_id": "yeshiva_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4545,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4545",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4545 > column VANDAL_REL22 > cell EC4545"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC4545 in Residencehallhate222324.xlsx, sheet1 row 4545, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id yeshiva_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4545 > column VANDAL_REL22 > cell EC4545. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3699/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3699",
      "challenge_url": "/challenge/?record=evt_2026_3699"
    },
    {
      "event_id": "evt_2026_3700",
      "school_id": "ursinus_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5581,
        "column": "LAR_T_ET22",
        "column_letter": "DP",
        "cell": "DP5581",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5581 > column LAR_T_ET22 > cell DP5581"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-et22",
      "expected_column": "LAR_T_ET22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DP5581 in Residencehallhate222324.xlsx, sheet1 row 5581, column LAR_T_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ursinus_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_ET22 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5581 > column LAR_T_ET22 > cell DP5581. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3700/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3700",
      "challenge_url": "/challenge/?record=evt_2026_3700"
    },
    {
      "event_id": "evt_2026_3701",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "LAR_T_REL23",
        "column_letter": "IG",
        "cell": "IG7231",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_REL23 > cell IG7231"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel23",
      "expected_column": "LAR_T_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IG7231 in Residencehallhate222324.xlsx, sheet1 row 7231, column LAR_T_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL23 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_REL23 > cell IG7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3701/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3701",
      "challenge_url": "/challenge/?record=evt_2026_3701"
    },
    {
      "event_id": "evt_2026_3702",
      "school_id": "sullivan_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4427,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS4427",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4427 > column INTIM_RAC22 > cell DS4427"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS4427 in Residencehallhate222324.xlsx, sheet1 row 4427, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id sullivan_county_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4427 > column INTIM_RAC22 > cell DS4427. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3702/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3702",
      "challenge_url": "/challenge/?record=evt_2026_3702"
    },
    {
      "event_id": "evt_2026_3703",
      "school_id": "delaware_valley_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5346,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5346",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5346 > column VANDAL_RAC22 > cell EB5346"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB5346 in Residencehallhate222324.xlsx, sheet1 row 5346, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id delaware_valley_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5346 > column VANDAL_RAC22 > cell EB5346. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3703/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3703",
      "challenge_url": "/challenge/?record=evt_2026_3703"
    },
    {
      "event_id": "evt_2026_3705",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4433",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_RAC23 > cell IX4433"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX4433 in Residencehallhate222324.xlsx, sheet1 row 4433, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_agriculture_and_technology_at_cobleskill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_RAC23 > cell IX4433. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3705/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3705",
      "challenge_url": "/challenge/?record=evt_2026_3705"
    },
    {
      "event_id": "evt_2026_3706",
      "school_id": "duquesne_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5358,
        "column": "INTIM_NAT22",
        "column_letter": "DZ",
        "cell": "DZ5358",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5358 > column INTIM_NAT22 > cell DZ5358"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat22",
      "expected_column": "INTIM_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DZ5358 in Residencehallhate222324.xlsx, sheet1 row 5358, column INTIM_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id duquesne_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5358 > column INTIM_NAT22 > cell DZ5358. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3706/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3706",
      "challenge_url": "/challenge/?record=evt_2026_3706"
    },
    {
      "event_id": "evt_2026_3707",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY7231",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7231 > column VANDAL_REL23 > cell IY7231"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY7231 in Residencehallhate222324.xlsx, sheet1 row 7231, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7231 > column VANDAL_REL23 > cell IY7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3707/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3707",
      "challenge_url": "/challenge/?record=evt_2026_3707"
    },
    {
      "event_id": "evt_2026_3708",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "INTIM_RAC23",
        "column_letter": "IO",
        "cell": "IO4432",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4432 > column INTIM_RAC23 > cell IO4432"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac23",
      "expected_column": "INTIM_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IO4432 in Residencehallhate222324.xlsx, sheet1 row 4432, column INTIM_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_technology_at_delhi.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4432 > column INTIM_RAC23 > cell IO4432. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3708/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3708",
      "challenge_url": "/challenge/?record=evt_2026_3708"
    },
    {
      "event_id": "evt_2026_3710",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "LAR_T_NAT22",
        "column_letter": "DQ",
        "cell": "DQ7231",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_NAT22 > cell DQ7231"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-nat22",
      "expected_column": "LAR_T_NAT22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DQ7231 in Residencehallhate222324.xlsx, sheet1 row 7231, column LAR_T_NAT22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_NAT22 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-nat22 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_NAT22 > cell DQ7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3710/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3710",
      "challenge_url": "/challenge/?record=evt_2026_3710"
    },
    {
      "event_id": "evt_2026_3711",
      "school_id": "state_university_of_new_york_at_plattsburgh",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4461,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4461",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4461 > column VANDAL_RAC22 > cell EB4461"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 2,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB4461 in Residencehallhate222324.xlsx, sheet1 row 4461, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id state_university_of_new_york_at_plattsburgh.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4461 > column VANDAL_RAC22 > cell EB4461. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3711/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3711",
      "challenge_url": "/challenge/?record=evt_2026_3711"
    },
    {
      "event_id": "evt_2026_3712",
      "school_id": "pennsylvania_western_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 10048,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS10048",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 10048 > column INTIM_RAC22 > cell DS10048"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS10048 in Residencehallhate222324.xlsx, sheet1 row 10048, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_western_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 10048 > column INTIM_RAC22 > cell DS10048. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3712/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3712",
      "challenge_url": "/challenge/?record=evt_2026_3712"
    },
    {
      "event_id": "evt_2026_3713",
      "school_id": "stanford_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7231,
        "column": "LAR_T_REL22",
        "column_letter": "DK",
        "cell": "DK7231",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_REL22 > cell DK7231"
      },
      "provenance_status": "matched",
      "code_tag": "lar-t-rel22",
      "expected_column": "LAR_T_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DK7231 in Residencehallhate222324.xlsx, sheet1 row 7231, column LAR_T_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stanford_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL22 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7231 > column LAR_T_REL22 > cell DK7231. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3713/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3713",
      "challenge_url": "/challenge/?record=evt_2026_3713"
    },
    {
      "event_id": "evt_2026_3714",
      "school_id": "columbia_university_in_the_city_of_new_york",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4163,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX4163",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4163 > column VANDAL_RAC23 > cell IX4163"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX4163 in Residencehallhate222324.xlsx, sheet1 row 4163, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id columbia_university_in_the_city_of_new_york.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4163 > column VANDAL_RAC23 > cell IX4163. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3714/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3714",
      "challenge_url": "/challenge/?record=evt_2026_3714"
    },
    {
      "event_id": "evt_2026_3715",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "VANDAL_NAT24",
        "column_letter": "OA",
        "cell": "OA5486",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_NAT24 > cell OA5486"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat24",
      "expected_column": "VANDAL_NAT24",
      "expected_count": 1,
      "source_year": "2024",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell OA5486 in Residencehallhate222324.xlsx, sheet1 row 5486, column VANDAL_NAT24.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2024.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT24 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat24 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_NAT24 > cell OA5486. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3715/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3715",
      "challenge_url": "/challenge/?record=evt_2026_3715"
    },
    {
      "event_id": "evt_2026_3716",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY4432",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_REL23 > cell IY4432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY4432 in Residencehallhate222324.xlsx, sheet1 row 4432, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_technology_at_delhi.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_REL23 > cell IY4432. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3716/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3716",
      "challenge_url": "/challenge/?record=evt_2026_3716"
    },
    {
      "event_id": "evt_2026_3717",
      "school_id": "pennsylvania_college_of_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 7434,
        "column": "VANDAL_RAC23",
        "column_letter": "IX",
        "cell": "IX7434",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 7434 > column VANDAL_RAC23 > cell IX7434"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac23",
      "expected_column": "VANDAL_RAC23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IX7434 in Residencehallhate222324.xlsx, sheet1 row 7434, column VANDAL_RAC23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_college_of_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac23 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 7434 > column VANDAL_RAC23 > cell IX7434. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3717/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3717",
      "challenge_url": "/challenge/?record=evt_2026_3717"
    },
    {
      "event_id": "evt_2026_3719",
      "school_id": "bucknell_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5318,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5318",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5318 > column INTIM_RAC22 > cell DS5318"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS5318 in Residencehallhate222324.xlsx, sheet1 row 5318, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bucknell_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5318 > column INTIM_RAC22 > cell DS5318. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3719/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3719",
      "challenge_url": "/challenge/?record=evt_2026_3719"
    },
    {
      "event_id": "evt_2026_3720",
      "school_id": "suny_college_of_technology_at_delhi",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4432,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB4432",
        "cell_value": "3",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_RAC22 > cell EB4432"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 3,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB4432 in Residencehallhate222324.xlsx, sheet1 row 4432, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_technology_at_delhi.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4432 > column VANDAL_RAC22 > cell EB4432. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3720/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3720",
      "challenge_url": "/challenge/?record=evt_2026_3720"
    },
    {
      "event_id": "evt_2026_3721",
      "school_id": "pennsylvania_state_university_penn_state_berks",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5480,
        "column": "INTIM_REL23",
        "column_letter": "IP",
        "cell": "IP5480",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5480 > column INTIM_REL23 > cell IP5480"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rel23",
      "expected_column": "INTIM_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IP5480 in Residencehallhate222324.xlsx, sheet1 row 5480, column INTIM_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_penn_state_berks.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5480 > column INTIM_REL23 > cell IP5480. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3721/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3721",
      "challenge_url": "/challenge/?record=evt_2026_3721"
    },
    {
      "event_id": "evt_2026_3723",
      "school_id": "temple_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5565,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5565",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_REL23 > cell IY5565"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY5565 in Residencehallhate222324.xlsx, sheet1 row 5565, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id temple_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_REL23 > cell IY5565. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3723/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3723",
      "challenge_url": "/challenge/?record=evt_2026_3723"
    },
    {
      "event_id": "evt_2026_3724",
      "school_id": "suny_college_of_agriculture_and_technology_at_cobleskill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 4433,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC4433",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_REL22 > cell EC4433"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC4433 in Residencehallhate222324.xlsx, sheet1 row 4433, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_of_agriculture_and_technology_at_cobleskill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 4433 > column VANDAL_REL22 > cell EC4433. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3724/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3724",
      "challenge_url": "/challenge/?record=evt_2026_3724"
    },
    {
      "event_id": "evt_2026_3726",
      "school_id": "gwynedd_mercy_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5385,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5385",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5385 > column INTIM_RAC22 > cell DS5385"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS5385 in Residencehallhate222324.xlsx, sheet1 row 5385, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id gwynedd_mercy_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5385 > column INTIM_RAC22 > cell DS5385. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3726/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3726",
      "challenge_url": "/challenge/?record=evt_2026_3726"
    },
    {
      "event_id": "evt_2026_3727",
      "school_id": "university_of_pittsburgh_pittsburgh_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5522,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5522",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5522 > column INTIM_RAC22 > cell DS5522"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS5522 in Residencehallhate222324.xlsx, sheet1 row 5522, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_pittsburgh_pittsburgh_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5522 > column INTIM_RAC22 > cell DS5522. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3727/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3727",
      "challenge_url": "/challenge/?record=evt_2026_3727"
    },
    {
      "event_id": "evt_2026_3728",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_NAT23",
        "column_letter": "JE",
        "cell": "JE5562",
        "cell_value": "2",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_NAT23 > cell JE5562"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-nat23",
      "expected_column": "VANDAL_NAT23",
      "expected_count": 2,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JE5562 in Residencehallhate222324.xlsx, sheet1 row 5562, column VANDAL_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id swarthmore_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_NAT23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_NAT23 > cell JE5562. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3728/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3728",
      "challenge_url": "/challenge/?record=evt_2026_3728"
    },
    {
      "event_id": "evt_2026_3729",
      "school_id": "drexel_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5353,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5353",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5353 > column VANDAL_REL23 > cell IY5353"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY5353 in Residencehallhate222324.xlsx, sheet1 row 5353, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id drexel_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5353 > column VANDAL_REL23 > cell IY5353. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3729/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3729",
      "challenge_url": "/challenge/?record=evt_2026_3729"
    },
    {
      "event_id": "evt_2026_3732",
      "school_id": "pennsylvania_college_of_art_and_design",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5500,
        "column": "INTIM_RAC22",
        "column_letter": "DS",
        "cell": "DS5500",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5500 > column INTIM_RAC22 > cell DS5500"
      },
      "provenance_status": "matched",
      "code_tag": "intim-rac22",
      "expected_column": "INTIM_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DS5500 in Residencehallhate222324.xlsx, sheet1 row 5500, column INTIM_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_college_of_art_and_design.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5500 > column INTIM_RAC22 > cell DS5500. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3732/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3732",
      "challenge_url": "/challenge/?record=evt_2026_3732"
    },
    {
      "event_id": "evt_2026_3733",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "INTIM_NAT23",
        "column_letter": "IV",
        "cell": "IV5562",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5562 > column INTIM_NAT23 > cell IV5562"
      },
      "provenance_status": "matched",
      "code_tag": "intim-nat23",
      "expected_column": "INTIM_NAT23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IV5562 in Residencehallhate222324.xlsx, sheet1 row 5562, column INTIM_NAT23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id swarthmore_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT23 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat23 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5562 > column INTIM_NAT23 > cell IV5562. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3733/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3733",
      "challenge_url": "/challenge/?record=evt_2026_3733"
    },
    {
      "event_id": "evt_2026_3736",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_ET23",
        "column_letter": "JD",
        "cell": "JD5562",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_ET23 > cell JD5562"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-et23",
      "expected_column": "VANDAL_ET23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell JD5562 in Residencehallhate222324.xlsx, sheet1 row 5562, column VANDAL_ET23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id swarthmore_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et23 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_ET23 > cell JD5562. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3736/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3736",
      "challenge_url": "/challenge/?record=evt_2026_3736"
    },
    {
      "event_id": "evt_2026_3737",
      "school_id": "temple_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5565,
        "column": "VANDAL_REL22",
        "column_letter": "EC",
        "cell": "EC5565",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_REL22 > cell EC5565"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel22",
      "expected_column": "VANDAL_REL22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EC5565 in Residencehallhate222324.xlsx, sheet1 row 5565, column VANDAL_REL22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id temple_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel22 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5565 > column VANDAL_REL22 > cell EC5565. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3737/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3737",
      "challenge_url": "/challenge/?record=evt_2026_3737"
    },
    {
      "event_id": "evt_2026_3738",
      "school_id": "swarthmore_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5562,
        "column": "VANDAL_REL23",
        "column_letter": "IY",
        "cell": "IY5562",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_REL23 > cell IY5562"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rel23",
      "expected_column": "VANDAL_REL23",
      "expected_count": 1,
      "source_year": "2023",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell IY5562 in Residencehallhate222324.xlsx, sheet1 row 5562, column VANDAL_REL23.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id swarthmore_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2023.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL23 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel23 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5562 > column VANDAL_REL23 > cell IY5562. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3738/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3738",
      "challenge_url": "/challenge/?record=evt_2026_3738"
    },
    {
      "event_id": "evt_2026_3739",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "INTIM_ET22",
        "column_letter": "DY",
        "cell": "DY5486",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5486 > column INTIM_ET22 > cell DY5486"
      },
      "provenance_status": "matched",
      "code_tag": "intim-et22",
      "expected_column": "INTIM_ET22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell DY5486 in Residencehallhate222324.xlsx, sheet1 row 5486, column INTIM_ET22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET22 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et22 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5486 > column INTIM_ET22 > cell DY5486. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3739/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3739",
      "challenge_url": "/challenge/?record=evt_2026_3739"
    },
    {
      "event_id": "evt_2026_3740",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "certified",
      "certification_basis": "ed_certification_batch_012_internal_source_to_record_review",
      "not_certified_reason": null,
      "blocked_reason": null,
      "source_locator": {
        "locator_type": "workbook_cell",
        "workbook": "Residencehallhate222324.xlsx",
        "sheet": "sheet1",
        "row": 5486,
        "column": "VANDAL_RAC22",
        "column_letter": "EB",
        "cell": "EB5486",
        "cell_value": "1",
        "locator": "Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_RAC22 > cell EB5486"
      },
      "provenance_status": "matched",
      "code_tag": "vandal-rac22",
      "expected_column": "VANDAL_RAC22",
      "expected_count": 1,
      "source_year": "2022",
      "open_gates": [],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "pass",
          "detail": "Matched official ED workbook cell EB5486 in Residencehallhate222324.xlsx, sheet1 row 5486, column VANDAL_RAC22.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2022.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "pass",
          "detail": "The batch review supplies source-specific category, community, and confidence rationales tied to the ED workbook cell.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC22 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac22 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from Residencehallhate222324.xlsx > sheet1 row 5486 > column VANDAL_RAC22 > cell EB5486. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "No certification action required for this batch-review version; continue normal periodic source checks.",
      "event_url": "/events/evt_2026_3740/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3740",
      "challenge_url": "/challenge/?record=evt_2026_3740"
    },
    {
      "event_id": "evt_2026_3742",
      "school_id": "alaska_vocational_technical_center",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id alaska_vocational_technical_center.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3742/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3742",
      "challenge_url": "/challenge/?record=evt_2026_3742"
    },
    {
      "event_id": "evt_2026_3744",
      "school_id": "harding_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id harding_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3744/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3744",
      "challenge_url": "/challenge/?record=evt_2026_3744"
    },
    {
      "event_id": "evt_2026_3745",
      "school_id": "arizona_state_university_campus_immersion",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id arizona_state_university_campus_immersion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3745/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3745",
      "challenge_url": "/challenge/?record=evt_2026_3745"
    },
    {
      "event_id": "evt_2026_3746",
      "school_id": "university_of_redlands",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 5,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_redlands.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3746/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3746",
      "challenge_url": "/challenge/?record=evt_2026_3746"
    },
    {
      "event_id": "evt_2026_3747",
      "school_id": "regis_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id regis_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3747/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3747",
      "challenge_url": "/challenge/?record=evt_2026_3747"
    },
    {
      "event_id": "evt_2026_3748",
      "school_id": "connecticut_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id connecticut_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3748/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3748",
      "challenge_url": "/challenge/?record=evt_2026_3748"
    },
    {
      "event_id": "evt_2026_3750",
      "school_id": "university_of_delaware",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-nat21",
      "expected_column": "INTIM_NAT21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_delaware.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_NAT21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-nat21 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3750/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3750",
      "challenge_url": "/challenge/?record=evt_2026_3750"
    },
    {
      "event_id": "evt_2026_3751",
      "school_id": "stetson_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rel21",
      "expected_column": "INTIM_REL21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id stetson_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3751/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3751",
      "challenge_url": "/challenge/?record=evt_2026_3751"
    },
    {
      "event_id": "evt_2026_3752",
      "school_id": "emory_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id emory_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3752/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3752",
      "challenge_url": "/challenge/?record=evt_2026_3752"
    },
    {
      "event_id": "evt_2026_3754",
      "school_id": "boise_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id boise_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3754/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3754",
      "challenge_url": "/challenge/?record=evt_2026_3754"
    },
    {
      "event_id": "evt_2026_3755",
      "school_id": "lake_forest_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "lar-t-rac21",
      "expected_column": "LAR_T_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id lake_forest_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_RAC21 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3755/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3755",
      "challenge_url": "/challenge/?record=evt_2026_3755"
    },
    {
      "event_id": "evt_2026_3756",
      "school_id": "depauw_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id depauw_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3756/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3756",
      "challenge_url": "/challenge/?record=evt_2026_3756"
    },
    {
      "event_id": "evt_2026_3757",
      "school_id": "cloud_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id cloud_county_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3757/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3757",
      "challenge_url": "/challenge/?record=evt_2026_3757"
    },
    {
      "event_id": "evt_2026_3759",
      "school_id": "tufts_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 4,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id tufts_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3759/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3759",
      "challenge_url": "/challenge/?record=evt_2026_3759"
    },
    {
      "event_id": "evt_2026_3760",
      "school_id": "university_of_maryland_college_park",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_maryland_college_park.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3760/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3760",
      "challenge_url": "/challenge/?record=evt_2026_3760"
    },
    {
      "event_id": "evt_2026_3762",
      "school_id": "albion_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 5,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id albion_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3762/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3762",
      "challenge_url": "/challenge/?record=evt_2026_3762"
    },
    {
      "event_id": "evt_2026_3764",
      "school_id": "missouri_university_of_science_and_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id missouri_university_of_science_and_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3764/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3764",
      "challenge_url": "/challenge/?record=evt_2026_3764"
    },
    {
      "event_id": "evt_2026_3765",
      "school_id": "dawson_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id dawson_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3765/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3765",
      "challenge_url": "/challenge/?record=evt_2026_3765"
    },
    {
      "event_id": "evt_2026_3768",
      "school_id": "university_of_nebraska_at_omaha",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_nebraska_at_omaha.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3768/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3768",
      "challenge_url": "/challenge/?record=evt_2026_3768"
    },
    {
      "event_id": "evt_2026_3769",
      "school_id": "nhti_concord_s_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id nhti_concord_s_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3769/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3769",
      "challenge_url": "/challenge/?record=evt_2026_3769"
    },
    {
      "event_id": "evt_2026_3770",
      "school_id": "bergen_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bergen_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3770/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3770",
      "challenge_url": "/challenge/?record=evt_2026_3770"
    },
    {
      "event_id": "evt_2026_3772",
      "school_id": "touro_university_nevada",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id touro_university_nevada.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3772/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3772",
      "challenge_url": "/challenge/?record=evt_2026_3772"
    },
    {
      "event_id": "evt_2026_3774",
      "school_id": "bluffton_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "fond-gen21",
      "expected_column": "FOND_GEN21",
      "expected_count": 4,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bluffton_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Fondling maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code FOND_GEN21 is for Fondling; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in fond-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3774/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3774",
      "challenge_url": "/challenge/?record=evt_2026_3774"
    },
    {
      "event_id": "evt_2026_3775",
      "school_id": "eastern_oklahoma_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rel21",
      "expected_column": "INTIM_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id eastern_oklahoma_state_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3775/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3775",
      "challenge_url": "/challenge/?record=evt_2026_3775"
    },
    {
      "event_id": "evt_2026_3776",
      "school_id": "university_of_oregon",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_oregon.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3776/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3776",
      "challenge_url": "/challenge/?record=evt_2026_3776"
    },
    {
      "event_id": "evt_2026_3777",
      "school_id": "pennsylvania_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pennsylvania_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3777/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3777",
      "challenge_url": "/challenge/?record=evt_2026_3777"
    },
    {
      "event_id": "evt_2026_3779",
      "school_id": "brown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id brown_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3779/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3779",
      "challenge_url": "/challenge/?record=evt_2026_3779"
    },
    {
      "event_id": "evt_2026_3780",
      "school_id": "college_of_charleston",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "sim-a-sex21",
      "expected_column": "SIM_A_SEX21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id college_of_charleston.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX21 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex21 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3780/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3780",
      "challenge_url": "/challenge/?record=evt_2026_3780"
    },
    {
      "event_id": "evt_2026_3781",
      "school_id": "south_dakota_school_of_mines_and_technology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id south_dakota_school_of_mines_and_technology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3781/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3781",
      "challenge_url": "/challenge/?record=evt_2026_3781"
    },
    {
      "event_id": "evt_2026_3782",
      "school_id": "the_university_of_tennessee_knoxville",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id the_university_of_tennessee_knoxville.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3782/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3782",
      "challenge_url": "/challenge/?record=evt_2026_3782"
    },
    {
      "event_id": "evt_2026_3784",
      "school_id": "university_of_utah",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_utah.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3784/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3784",
      "challenge_url": "/challenge/?record=evt_2026_3784"
    },
    {
      "event_id": "evt_2026_3785",
      "school_id": "university_of_richmond",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_richmond.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3785/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3785",
      "challenge_url": "/challenge/?record=evt_2026_3785"
    },
    {
      "event_id": "evt_2026_3787",
      "school_id": "university_of_washington_seattle_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_washington_seattle_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3787/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3787",
      "challenge_url": "/challenge/?record=evt_2026_3787"
    },
    {
      "event_id": "evt_2026_3791",
      "school_id": "john_c_calhoun_state_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id john_c_calhoun_state_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3791/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3791",
      "challenge_url": "/challenge/?record=evt_2026_3791"
    },
    {
      "event_id": "evt_2026_3792",
      "school_id": "henderson_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id henderson_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3792/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3792",
      "challenge_url": "/challenge/?record=evt_2026_3792"
    },
    {
      "event_id": "evt_2026_3793",
      "school_id": "university_of_arizona",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_arizona.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3793/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3793",
      "challenge_url": "/challenge/?record=evt_2026_3793"
    },
    {
      "event_id": "evt_2026_3794",
      "school_id": "long_beach_city_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id long_beach_city_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3794/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3794",
      "challenge_url": "/challenge/?record=evt_2026_3794"
    },
    {
      "event_id": "evt_2026_3796",
      "school_id": "post_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-et21",
      "expected_column": "VANDAL_ET21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id post_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et21 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3796/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3796",
      "challenge_url": "/challenge/?record=evt_2026_3796"
    },
    {
      "event_id": "evt_2026_3797",
      "school_id": "gallaudet_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id gallaudet_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3797/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3797",
      "challenge_url": "/challenge/?record=evt_2026_3797"
    },
    {
      "event_id": "evt_2026_3798",
      "school_id": "university_of_delaware",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_delaware.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3798/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3798",
      "challenge_url": "/challenge/?record=evt_2026_3798"
    },
    {
      "event_id": "evt_2026_3800",
      "school_id": "dalton_state_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id dalton_state_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3800/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3800",
      "challenge_url": "/challenge/?record=evt_2026_3800"
    },
    {
      "event_id": "evt_2026_3801",
      "school_id": "north_iowa_area_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id north_iowa_area_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3801/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3801",
      "challenge_url": "/challenge/?record=evt_2026_3801"
    },
    {
      "event_id": "evt_2026_3803",
      "school_id": "mckendree_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id mckendree_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3803/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3803",
      "challenge_url": "/challenge/?record=evt_2026_3803"
    },
    {
      "event_id": "evt_2026_3804",
      "school_id": "butler_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id butler_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3804/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3804",
      "challenge_url": "/challenge/?record=evt_2026_3804"
    },
    {
      "event_id": "evt_2026_3805",
      "school_id": "dodge_city_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id dodge_city_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3805/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3805",
      "challenge_url": "/challenge/?record=evt_2026_3805"
    },
    {
      "event_id": "evt_2026_3807",
      "school_id": "mount_holyoke_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id mount_holyoke_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3807/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3807",
      "challenge_url": "/challenge/?record=evt_2026_3807"
    },
    {
      "event_id": "evt_2026_3809",
      "school_id": "university_of_maine_at_presque_isle",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_maine_at_presque_isle.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3809/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3809",
      "challenge_url": "/challenge/?record=evt_2026_3809"
    },
    {
      "event_id": "evt_2026_3810",
      "school_id": "baker_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id baker_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3810/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3810",
      "challenge_url": "/challenge/?record=evt_2026_3810"
    },
    {
      "event_id": "evt_2026_3811",
      "school_id": "minneapolis_community_and_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id minneapolis_community_and_technical_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3811/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3811",
      "challenge_url": "/challenge/?record=evt_2026_3811"
    },
    {
      "event_id": "evt_2026_3812",
      "school_id": "university_of_missouri_kansas_city",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_missouri_kansas_city.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3812/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3812",
      "challenge_url": "/challenge/?record=evt_2026_3812"
    },
    {
      "event_id": "evt_2026_3814",
      "school_id": "east_carolina_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id east_carolina_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3814/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3814",
      "challenge_url": "/challenge/?record=evt_2026_3814"
    },
    {
      "event_id": "evt_2026_3815",
      "school_id": "university_of_north_dakota",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "sim-a-sex21",
      "expected_column": "SIM_A_SEX21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_north_dakota.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX21 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex21 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3815/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3815",
      "challenge_url": "/challenge/?record=evt_2026_3815"
    },
    {
      "event_id": "evt_2026_3817",
      "school_id": "plymouth_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id plymouth_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3817/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3817",
      "challenge_url": "/challenge/?record=evt_2026_3817"
    },
    {
      "event_id": "evt_2026_3818",
      "school_id": "mercer_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id mercer_county_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3818/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3818",
      "challenge_url": "/challenge/?record=evt_2026_3818"
    },
    {
      "event_id": "evt_2026_3820",
      "school_id": "suny_college_at_potsdam",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "lar-t-rel21",
      "expected_column": "LAR_T_REL21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id suny_college_at_potsdam.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_REL21 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3820/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3820",
      "challenge_url": "/challenge/?record=evt_2026_3820"
    },
    {
      "event_id": "evt_2026_3821",
      "school_id": "ohio_state_university_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id ohio_state_university_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3821/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3821",
      "challenge_url": "/challenge/?record=evt_2026_3821"
    },
    {
      "event_id": "evt_2026_3822",
      "school_id": "university_of_central_oklahoma",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "sim-a-sex21",
      "expected_column": "SIM_A_SEX21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_central_oklahoma.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX21 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex21 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3822/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3822",
      "challenge_url": "/challenge/?record=evt_2026_3822"
    },
    {
      "event_id": "evt_2026_3823",
      "school_id": "pacific_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pacific_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3823/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3823",
      "challenge_url": "/challenge/?record=evt_2026_3823"
    },
    {
      "event_id": "evt_2026_3824",
      "school_id": "delaware_valley_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id delaware_valley_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3824/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3824",
      "challenge_url": "/challenge/?record=evt_2026_3824"
    },
    {
      "event_id": "evt_2026_3825",
      "school_id": "bryant_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id bryant_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3825/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3825",
      "challenge_url": "/challenge/?record=evt_2026_3825"
    },
    {
      "event_id": "evt_2026_3826",
      "school_id": "midlands_technical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "lar-t-rac21",
      "expected_column": "LAR_T_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id midlands_technical_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_RAC21 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3826/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3826",
      "challenge_url": "/challenge/?record=evt_2026_3826"
    },
    {
      "event_id": "evt_2026_3828",
      "school_id": "saint_edward_s_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 3,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id saint_edward_s_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3828/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3828",
      "challenge_url": "/challenge/?record=evt_2026_3828"
    },
    {
      "event_id": "evt_2026_3829",
      "school_id": "utah_tech_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id utah_tech_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3829/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3829",
      "challenge_url": "/challenge/?record=evt_2026_3829"
    },
    {
      "event_id": "evt_2026_3830",
      "school_id": "washington_and_lee_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id washington_and_lee_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3830/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3830",
      "challenge_url": "/challenge/?record=evt_2026_3830"
    },
    {
      "event_id": "evt_2026_3831",
      "school_id": "university_of_vermont",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_vermont.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3831/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3831",
      "challenge_url": "/challenge/?record=evt_2026_3831"
    },
    {
      "event_id": "evt_2026_3833",
      "school_id": "university_of_wisconsin_stevens_point",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_wisconsin_stevens_point.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3833/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3833",
      "challenge_url": "/challenge/?record=evt_2026_3833"
    },
    {
      "event_id": "evt_2026_3835",
      "school_id": "shorter_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id shorter_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3835/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3835",
      "challenge_url": "/challenge/?record=evt_2026_3835"
    },
    {
      "event_id": "evt_2026_3836",
      "school_id": "pima_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-et21",
      "expected_column": "VANDAL_ET21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pima_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_ET21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-et21 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3836/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3836",
      "challenge_url": "/challenge/?record=evt_2026_3836"
    },
    {
      "event_id": "evt_2026_3837",
      "school_id": "california_college_of_barbering_and_cosmetology",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "burgla-nat21",
      "expected_column": "BURGLA_NAT21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id california_college_of_barbering_and_cosmetology.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label National origin.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code BURGLA_NAT21 is for Burglary; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in burgla-nat21 maps directly to National origin; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3837/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3837",
      "challenge_url": "/challenge/?record=evt_2026_3837"
    },
    {
      "event_id": "evt_2026_3838",
      "school_id": "university_of_colorado_colorado_springs",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_colorado_springs.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3838/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3838",
      "challenge_url": "/challenge/?record=evt_2026_3838"
    },
    {
      "event_id": "evt_2026_3840",
      "school_id": "georgetown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id georgetown_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3840/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3840",
      "challenge_url": "/challenge/?record=evt_2026_3840"
    },
    {
      "event_id": "evt_2026_3842",
      "school_id": "florida_international_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id florida_international_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3842/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3842",
      "challenge_url": "/challenge/?record=evt_2026_3842"
    },
    {
      "event_id": "evt_2026_3844",
      "school_id": "wartburg_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id wartburg_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3844/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3844",
      "challenge_url": "/challenge/?record=evt_2026_3844"
    },
    {
      "event_id": "evt_2026_3847",
      "school_id": "indiana_university_bloomington",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id indiana_university_bloomington.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3847/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3847",
      "challenge_url": "/challenge/?record=evt_2026_3847"
    },
    {
      "event_id": "evt_2026_3848",
      "school_id": "fort_hays_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id fort_hays_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3848/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3848",
      "challenge_url": "/challenge/?record=evt_2026_3848"
    },
    {
      "event_id": "evt_2026_3849",
      "school_id": "louisiana_state_university_and_agricultural_and_mechanical_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id louisiana_state_university_and_agricultural_and_mechanical_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3849/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3849",
      "challenge_url": "/challenge/?record=evt_2026_3849"
    },
    {
      "event_id": "evt_2026_3850",
      "school_id": "curry_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id curry_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3850/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3850",
      "challenge_url": "/challenge/?record=evt_2026_3850"
    },
    {
      "event_id": "evt_2026_3852",
      "school_id": "southern_maine_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id southern_maine_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3852/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3852",
      "challenge_url": "/challenge/?record=evt_2026_3852"
    },
    {
      "event_id": "evt_2026_3853",
      "school_id": "delta_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id delta_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3853/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3853",
      "challenge_url": "/challenge/?record=evt_2026_3853"
    },
    {
      "event_id": "evt_2026_3854",
      "school_id": "st_catherine_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id st_catherine_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3854/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3854",
      "challenge_url": "/challenge/?record=evt_2026_3854"
    },
    {
      "event_id": "evt_2026_3856",
      "school_id": "elon_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id elon_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3856/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3856",
      "challenge_url": "/challenge/?record=evt_2026_3856"
    },
    {
      "event_id": "evt_2026_3857",
      "school_id": "university_of_nebraska_lincoln",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_nebraska_lincoln.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3857/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3857",
      "challenge_url": "/challenge/?record=evt_2026_3857"
    },
    {
      "event_id": "evt_2026_3858",
      "school_id": "dartmouth_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id dartmouth_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3858/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3858",
      "challenge_url": "/challenge/?record=evt_2026_3858"
    },
    {
      "event_id": "evt_2026_3859",
      "school_id": "fairleigh_dickinson_university_florham_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id fairleigh_dickinson_university_florham_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3859/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3859",
      "challenge_url": "/challenge/?record=evt_2026_3859"
    },
    {
      "event_id": "evt_2026_3860",
      "school_id": "university_of_new_mexico_main_campus",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_new_mexico_main_campus.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3860/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3860",
      "challenge_url": "/challenge/?record=evt_2026_3860"
    },
    {
      "event_id": "evt_2026_3861",
      "school_id": "cuny_queens_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id cuny_queens_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3861/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3861",
      "challenge_url": "/challenge/?record=evt_2026_3861"
    },
    {
      "event_id": "evt_2026_3862",
      "school_id": "antioch_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id antioch_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3862/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3862",
      "challenge_url": "/challenge/?record=evt_2026_3862"
    },
    {
      "event_id": "evt_2026_3863",
      "school_id": "southeastern_oklahoma_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-et21",
      "expected_column": "INTIM_ET21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id southeastern_oklahoma_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et21 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3863/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3863",
      "challenge_url": "/challenge/?record=evt_2026_3863"
    },
    {
      "event_id": "evt_2026_3864",
      "school_id": "lewis_and_clark_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id lewis_and_clark_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3864/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3864",
      "challenge_url": "/challenge/?record=evt_2026_3864"
    },
    {
      "event_id": "evt_2026_3866",
      "school_id": "university_of_rhode_island",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_rhode_island.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3866/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3866",
      "challenge_url": "/challenge/?record=evt_2026_3866"
    },
    {
      "event_id": "evt_2026_3867",
      "school_id": "winthrop_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id winthrop_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3867/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3867",
      "challenge_url": "/challenge/?record=evt_2026_3867"
    },
    {
      "event_id": "evt_2026_3868",
      "school_id": "middle_tennessee_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id middle_tennessee_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3868/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3868",
      "challenge_url": "/challenge/?record=evt_2026_3868"
    },
    {
      "event_id": "evt_2026_3869",
      "school_id": "lamar_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id lamar_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3869/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3869",
      "challenge_url": "/challenge/?record=evt_2026_3869"
    },
    {
      "event_id": "evt_2026_3870",
      "school_id": "brigham_young_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "sim-a-sex21",
      "expected_column": "SIM_A_SEX21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id brigham_young_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX21 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex21 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3870/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3870",
      "challenge_url": "/challenge/?record=evt_2026_3870"
    },
    {
      "event_id": "evt_2026_3874",
      "school_id": "viterbo_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id viterbo_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3874/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3874",
      "challenge_url": "/challenge/?record=evt_2026_3874"
    },
    {
      "event_id": "evt_2026_3877",
      "school_id": "chapman_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id chapman_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3877/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3877",
      "challenge_url": "/challenge/?record=evt_2026_3877"
    },
    {
      "event_id": "evt_2026_3878",
      "school_id": "university_of_colorado_boulder",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_colorado_boulder.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3878/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3878",
      "challenge_url": "/challenge/?record=evt_2026_3878"
    },
    {
      "event_id": "evt_2026_3879",
      "school_id": "university_of_connecticut",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-et21",
      "expected_column": "INTIM_ET21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_connecticut.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Ethnicity.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_ET21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-et21 maps directly to Ethnicity; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3879/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3879",
      "challenge_url": "/challenge/?record=evt_2026_3879"
    },
    {
      "event_id": "evt_2026_3880",
      "school_id": "the_catholic_university_of_america",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id the_catholic_university_of_america.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3880/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3880",
      "challenge_url": "/challenge/?record=evt_2026_3880"
    },
    {
      "event_id": "evt_2026_3881",
      "school_id": "lynn_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id lynn_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3881/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3881",
      "challenge_url": "/challenge/?record=evt_2026_3881"
    },
    {
      "event_id": "evt_2026_3882",
      "school_id": "mercer_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id mercer_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3882/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3882",
      "challenge_url": "/challenge/?record=evt_2026_3882"
    },
    {
      "event_id": "evt_2026_3883",
      "school_id": "university_of_northern_iowa",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_northern_iowa.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3883/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3883",
      "challenge_url": "/challenge/?record=evt_2026_3883"
    },
    {
      "event_id": "evt_2026_3885",
      "school_id": "southern_illinois_university_carbondale",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id southern_illinois_university_carbondale.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3885/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3885",
      "challenge_url": "/challenge/?record=evt_2026_3885"
    },
    {
      "event_id": "evt_2026_3886",
      "school_id": "manchester_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id manchester_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3886/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3886",
      "challenge_url": "/challenge/?record=evt_2026_3886"
    },
    {
      "event_id": "evt_2026_3887",
      "school_id": "johnson_county_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id johnson_county_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3887/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3887",
      "challenge_url": "/challenge/?record=evt_2026_3887"
    },
    {
      "event_id": "evt_2026_3888",
      "school_id": "southeastern_louisiana_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id southeastern_louisiana_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3888/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3888",
      "challenge_url": "/challenge/?record=evt_2026_3888"
    },
    {
      "event_id": "evt_2026_3889",
      "school_id": "massachusetts_college_of_liberal_arts",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id massachusetts_college_of_liberal_arts.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3889/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3889",
      "challenge_url": "/challenge/?record=evt_2026_3889"
    },
    {
      "event_id": "evt_2026_3890",
      "school_id": "carroll_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id carroll_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3890/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3890",
      "challenge_url": "/challenge/?record=evt_2026_3890"
    },
    {
      "event_id": "evt_2026_3891",
      "school_id": "university_of_michigan_ann_arbor",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_michigan_ann_arbor.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3891/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3891",
      "challenge_url": "/challenge/?record=evt_2026_3891"
    },
    {
      "event_id": "evt_2026_3892",
      "school_id": "metropolitan_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id metropolitan_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3892/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3892",
      "challenge_url": "/challenge/?record=evt_2026_3892"
    },
    {
      "event_id": "evt_2026_3894",
      "school_id": "university_of_north_carolina_at_chapel_hill",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "burgla-rac21",
      "expected_column": "BURGLA_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_north_carolina_at_chapel_hill.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code BURGLA_RAC21 is for Burglary; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in burgla-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3894/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3894",
      "challenge_url": "/challenge/?record=evt_2026_3894"
    },
    {
      "event_id": "evt_2026_3896",
      "school_id": "nashua_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "robbe-rac21",
      "expected_column": "ROBBE_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id nashua_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Robbery maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code ROBBE_RAC21 is for Robbery; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in robbe-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3896/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3896",
      "challenge_url": "/challenge/?record=evt_2026_3896"
    },
    {
      "event_id": "evt_2026_3898",
      "school_id": "st_francis_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rel21",
      "expected_column": "VANDAL_REL21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id st_francis_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_REL21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3898/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3898",
      "challenge_url": "/challenge/?record=evt_2026_3898"
    },
    {
      "event_id": "evt_2026_3899",
      "school_id": "elite_welding_academy",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-gen21",
      "expected_column": "INTIM_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id elite_welding_academy.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_GEN21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3899/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3899",
      "challenge_url": "/challenge/?record=evt_2026_3899"
    },
    {
      "event_id": "evt_2026_3900",
      "school_id": "university_of_oklahoma_health_sciences_center",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "lar-t-rac21",
      "expected_column": "LAR_T_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_oklahoma_health_sciences_center.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_RAC21 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3900/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3900",
      "challenge_url": "/challenge/?record=evt_2026_3900"
    },
    {
      "event_id": "evt_2026_3901",
      "school_id": "oregon_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "sim-a-sex21",
      "expected_column": "SIM_A_SEX21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id oregon_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Simple assault maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label LGBTQ+.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code SIM_A_SEX21 is for Simple assault; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in sim-a-sex21 maps directly to LGBTQ+; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3901/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3901",
      "challenge_url": "/challenge/?record=evt_2026_3901"
    },
    {
      "event_id": "evt_2026_3903",
      "school_id": "brown_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rel21",
      "expected_column": "INTIM_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id brown_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_REL21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3903/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3903",
      "challenge_url": "/challenge/?record=evt_2026_3903"
    },
    {
      "event_id": "evt_2026_3904",
      "school_id": "university_of_south_carolina_columbia",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_south_carolina_columbia.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3904/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3904",
      "challenge_url": "/challenge/?record=evt_2026_3904"
    },
    {
      "event_id": "evt_2026_3906",
      "school_id": "university_of_houston",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_houston.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3906/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3906",
      "challenge_url": "/challenge/?record=evt_2026_3906"
    },
    {
      "event_id": "evt_2026_3908",
      "school_id": "christopher_newport_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id christopher_newport_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3908/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3908",
      "challenge_url": "/challenge/?record=evt_2026_3908"
    },
    {
      "event_id": "evt_2026_3909",
      "school_id": "vermont_state_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-gen21",
      "expected_column": "VANDAL_GEN21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id vermont_state_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Gender.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_GEN21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-gen21 maps directly to Gender; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3909/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3909",
      "challenge_url": "/challenge/?record=evt_2026_3909"
    },
    {
      "event_id": "evt_2026_3912",
      "school_id": "brown_beauty_barber_school",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "lar-t-rac21",
      "expected_column": "LAR_T_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id brown_beauty_barber_school.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Larceny-theft maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code LAR_T_RAC21 is for Larceny-theft; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in lar-t-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3912/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3912",
      "challenge_url": "/challenge/?record=evt_2026_3912"
    },
    {
      "event_id": "evt_2026_3913",
      "school_id": "pima_community_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id pima_community_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3913/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3913",
      "challenge_url": "/challenge/?record=evt_2026_3913"
    },
    {
      "event_id": "evt_2026_3914",
      "school_id": "university_of_california_davis",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id university_of_california_davis.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3914/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3914",
      "challenge_url": "/challenge/?record=evt_2026_3914"
    },
    {
      "event_id": "evt_2026_3917",
      "school_id": "george_washington_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "burgla-rel21",
      "expected_column": "BURGLA_REL21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id george_washington_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Burglary maps to the stored category Other source-backed civil rights event.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Religion.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code BURGLA_REL21 is for Burglary; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in burgla-rel21 maps directly to Religion; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3917/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3917",
      "challenge_url": "/challenge/?record=evt_2026_3917"
    },
    {
      "event_id": "evt_2026_3918",
      "school_id": "nuc_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id nuc_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3918/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3918",
      "challenge_url": "/challenge/?record=evt_2026_3918"
    },
    {
      "event_id": "evt_2026_3919",
      "school_id": "emory_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 2,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id emory_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3919/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3919",
      "challenge_url": "/challenge/?record=evt_2026_3919"
    },
    {
      "event_id": "evt_2026_3922",
      "school_id": "purdue_university_northwest",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "intim-rac21",
      "expected_column": "INTIM_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id purdue_university_northwest.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Intimidation maps to the stored category Harassment or threat.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code INTIM_RAC21 is for Intimidation; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in intim-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3922/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3922",
      "challenge_url": "/challenge/?record=evt_2026_3922"
    },
    {
      "event_id": "evt_2026_3924",
      "school_id": "southeastern_louisiana_university",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id southeastern_louisiana_university.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3924/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3924",
      "challenge_url": "/challenge/?record=evt_2026_3924"
    },
    {
      "event_id": "evt_2026_3925",
      "school_id": "amherst_college",
      "source_family": "ed_campus_safety_dataset",
      "review_batch_id": "ed_certification_batch_012",
      "certification_standard_version": "certification_rules_v1",
      "certification_status": "blocked",
      "certification_basis": null,
      "not_certified_reason": null,
      "blocked_reason": "source_locator_specificity: Official ED package was not available locally for this source/workbook.",
      "source_locator": null,
      "provenance_status": "unmatched",
      "code_tag": "vandal-rac21",
      "expected_column": "VANDAL_RAC21",
      "expected_count": 1,
      "source_year": "2021",
      "open_gates": [
        "source_locator_specificity",
        "rationale_specificity"
      ],
      "gate_reviews": {
        "source_availability": {
          "status": "pass",
          "detail": "The event retains linked ED dataset source ids for source availability review.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "source_locator_specificity": {
          "status": "block",
          "detail": "Official ED package was not available locally for this source/workbook.",
          "required_action": "Keep blocked until workbook, sheet, row, column, and cell provenance is resolved."
        },
        "institution_support": {
          "status": "pass",
          "detail": "The batch row, event record, and ED provenance row use school id amherst_college.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "date_precision_support": {
          "status": "pass",
          "detail": "The record keeps year precision visible and the ED source-cell year is 2021.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "category_fit": {
          "status": "pass",
          "detail": "The source offense Destruction/damage/vandalism maps to the stored category Vandalism.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "affected_label_boundary": {
          "status": "pass",
          "detail": "The ED bias code maps directly to the stored affected-community label Race.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "response_depth_classification": {
          "status": "pass",
          "detail": "The stored response text is classified as a limited public response note, not as a direct institutional response.",
          "required_action": "No deterministic action required for this reviewed gate."
        },
        "rationale_specificity": {
          "status": "review",
          "detail": "Source-specific rationales cannot be completed without matched code-tag and source-cell support.",
          "required_action": "Keep not certified until source-specific rationales can be supplied."
        },
        "overclaim_risk": {
          "status": "pass",
          "detail": "No prohibited endorsement, ranking, scoring, prevalence, or legal-truth language was detected in event text.",
          "required_action": "No deterministic action required for this reviewed gate."
        }
      },
      "source_specific_rationales": {
        "classification_rationale": "The ED source-cell code VANDAL_RAC21 is for Destruction/damage/vandalism; the stored category is certified only when that source offense maps directly to the public category.",
        "community_rationale": "The affected-community label is certified only when the ED bias-code suffix in vandal-rac21 maps directly to Race; no broader affected label is inferred.",
        "confidence_rationale": "Certification confidence is limited to source-to-record support from unresolved ED workbook cell. It is not a severity rating, prevalence estimate, safety score, or legal finding."
      },
      "next_action": "Repair the blocker gate before this record can be certified.",
      "event_url": "/events/evt_2026_3925/",
      "workspace_url": "/research-workspace/?record_ids=evt_2026_3925",
      "challenge_url": "/challenge/?record=evt_2026_3925"
    }
  ]
}
