Diagnose and fix per-instance SHAP waterfall charts in production dashboards where a post-hoc calibrator sits between the raw model and the displayed score — Final bar matches chip, bar signs preserved, no rescale.
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wan-huiyan-shap-waterfall-calibrator-skill
Render SHAP waterfall charts correctly when a post-hoc calibrator (isotonic / Platt) sits between the model and the displayed score — the rescale-to-fit bug, the negative-scale guard anti-pattern, and the point-by-point calibrated-path fix.
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