PREREG_close_sub outcome - the ONE check on the fourth corpus (server): A' TRANSFERS. 240 problems: A' 3656 vs Chandrupatla 5717 (-36%), per problem 177/35/28 p=1e-27, guarantee held (Brent 50 and TOMS748 37 violations), all solved; A' below A (4547). Without the targeted classes: 2403 vs 3569, 107/31/22 p=1e-14. Ablation: sub earned (+893, D3 1807 -> 924), close NOT earned on this corpus (-2) though it earned on the seen applied corpus. Per class vs Chandrupatla: D1 random polynomial simple root 20/8/12 (433 vs 419), D2 multiple 39/1/0, D3 fractional power 37/1/2, D4 exp+sin sums 23/14/3, D5 compositions 25/8/7 (503 vs 1017), D6 odd around the root 33/3/4.

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Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

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