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evil_MoE/scripts
wassname e5b68acf69 diag(#40): z-norm scores within family, winsorized 2-threshold Otsu zones, --feats offline mode
Synthetic and live scores share an axis with meaningful zero (raw scores carry a
common <mu,v> offset since v = mean diff is not orthogonal to the family mean).
Zones come from label-free online stats (EMA mean/std + Otsu valley), replacing
mean+k*sd which placed both cuts beyond every distribution. Winsorize at 1/99%
before Otsu: variance-maximizing cuts otherwise buy a class for one outlier.
Fresh-eyes review verified z-norm is affine (AUROCs unchanged), zones label-free,
P/R recompute from parquet matches titles.

Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
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