#statistical-integrity clear

Share-ratio metrics: eps-padded denominators and mismatched normalizations both fabricate signal — gate support and normalize both sides from the same pool

Lift-ranked co-occurrence "surprising pairs" boards saturate with ceiling artifacts — support floors alone don't fix it