{
  "adjudication_capability": false,
  "generated_at": "2026-08-16T22:00:00Z",
  "records": [
    {
      "association_strength": "MODERATE_FIXTURE_ASSOCIATION",
      "causal_hypothesis": "PROCESS_CHANGE_REDUCED_RESPONSE_DELAY",
      "confounder_updates": [
        "QUEUE_VOLUME_CHANGED",
        "REVIEWER_CAPACITY_CHANGED"
      ],
      "contest_state": "OPEN",
      "counterfactual_evidence": "COMPETING_BASELINE_AVAILABLE",
      "firewall_outcome": "ASSOCIATION_ONLY_CAUSAL_CLAIM_BLOCKED",
      "id": "ANSUZ-RCF-001",
      "identification_strategy": "INTERRUPTED_TIME_SERIES_PROPOSED_NOT_ESTABLISHED",
      "observed_association": "CONTEST_RESPONSE_DELAY_DECLINED_AFTER_PROCESS_CHANGE",
      "record_sha256": "4085acac3285c41a967feacca4bda6d04a6c946f8eb5e7ab1b35af3d6d0c9dfa",
      "remedy_id": "ANSUZ-REMEDY-004",
      "reversal_state": "NOT_REVERSED"
    },
    {
      "association_strength": "WEAK_FIXTURE_ASSOCIATION",
      "causal_hypothesis": "NOTICE_TEMPLATE_IMPROVED_APPEAL_COMPLETION",
      "confounder_updates": [
        "POPULATION_COMPOSITION_UNKNOWN"
      ],
      "contest_state": "METHOD_CONTEST_OPEN",
      "counterfactual_evidence": "ABSENT",
      "firewall_outcome": "IDENTIFICATION_INSUFFICIENT",
      "id": "ANSUZ-RCF-002",
      "identification_strategy": "NO_IDENTIFICATION_STRATEGY",
      "observed_association": "APPEAL_COMPLETION_RATE_INCREASED",
      "record_sha256": "b43dbfc2866196d3612a4570a83390f73e2d03f0411bca3ee4382c4508404ac0",
      "remedy_id": "ANSUZ-REMEDY-006",
      "reversal_state": "NOT_REVERSED"
    },
    {
      "association_strength": "NONSTABLE_ASSOCIATION",
      "causal_hypothesis": "AUTOMATED_VALIDATION_REDUCED_ERRORS",
      "confounder_updates": [
        "SOFTWARE_RELEASE_CHANGED",
        "INPUT_DISTRIBUTION_CHANGED"
      ],
      "contest_state": "COUNTER_HYPOTHESIS_RECORDED",
      "counterfactual_evidence": "PARTIAL",
      "firewall_outcome": "CAUSAL_STATUS_UNRESOLVED_REMEDY_REVERSAL_RECORDED",
      "id": "ANSUZ-RCF-003",
      "identification_strategy": "MATCHED_CONTROL_PROPOSED",
      "observed_association": "ERROR_RATE_DECREASED_THEN_REBOUNDED",
      "record_sha256": "a5b1f6ecffcdcf62d16c1abdf5714e99372d7d2d74c6945cb3166f7faf56a512",
      "remedy_id": "ANSUZ-REMEDY-008",
      "reversal_state": "REMEDY_REVERSED"
    },
    {
      "association_strength": "NULL_WITH_WIDE_UNCERTAINTY",
      "causal_hypothesis": "REMEDY_MAY_HAVE_NO_EFFECT",
      "confounder_updates": [
        "MEASUREMENT_POWER_LOW"
      ],
      "contest_state": "NONE",
      "counterfactual_evidence": "MODELED_ONLY",
      "firewall_outcome": "UNRESOLVED_NO_ADJUDICATION",
      "id": "ANSUZ-RCF-004",
      "identification_strategy": "BOUNDED_SYNTHETIC_COMPARISON",
      "observed_association": "NO_MEASURABLE_CHANGE",
      "record_sha256": "a473b68ee07721657cd7c7312ea608e76994ce768306eadcefd40abe663a27fd",
      "remedy_id": "ANSUZ-REMEDY-009",
      "reversal_state": "NOT_REVERSED"
    }
  ],
  "release": "1.0.0-rc.19-WIP",
  "schema": "ansuz.rights-remedy-causal-firewall.v1",
  "truth_boundary": "The firewall separates association, hypothesis, identification strategy, counterfactual evidence, confounders, contest, reversal, and unresolved status. No package-local model adjudicates rights or establishes causality, current law, civic status, authority, or action."
}