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authorYurenHao0426 <Blackhao0426@gmail.com>2026-03-27 18:07:58 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-03-27 18:07:58 -0500
commit2a230acd5ee3fa6605892d524badf281ba7e9cfd (patch)
tree9b3eadb60966b895a0349cbb457e6dab2004af47 /results/confirmatory/A1_synth_ladder.json
parent4d6e689fe6bfffef6db7a4650aec210cd3eeed5c (diff)
Add Phase 10A.8C: 3-seed replication — scaffold gains are marginal
3-seed results (mean±std): - DFA: 0.306±0.006 - perlayer_vector α=0.75: 0.304±0.006 (-0.2%, not significant) - random_trainable α=0.75: 0.313±0.007 (+0.7%, marginal, error bars overlap) Single-seed gains (+1.1% perlayer, +0.8% vec) do not robustly replicate. The scaffold mechanism provides at best a marginal, statistically uncertain benefit. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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