Add annotated fixed-horizon floor evaluation
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@@ -145,8 +145,11 @@ retrain test-time counterfactuals.
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- [ ] Three seeds, mean ± sample standard deviation.
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- [ ] Paired cluster bootstrap by session/conversation block for 95% intervals.
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- [ ] Operating points at wearer-onset recall 0.7, 0.8, and 0.9; headline 0.8.
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- [ ] False wearer entries per multi-other opportunity minute, onset latency,
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wearer-yield recall/latency, and original ten-horizon AP/mAP.
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- [ ] Fixed-horizon entry/INT event AP, recall-matched hard-negative
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opportunity FPR, subtype FPR, and original ten-horizon dense AP/mAP.
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- [ ] Treat one-to-one event matching and signed latency as secondary; report
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them only after freezing the online threshold, persistence, refractory
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period, matching interval, and competing-risk rule.
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- [ ] Error strata: visibility, number of visible people, overlap, offscreen
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activity, and transition proxy. Add track age/fragmentation only if a
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track-aware method is selected.
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