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Your boilerplate filter is a share threshold, and that quietly protects the majority

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Your boilerplate filter is a share threshold, and that quietly protects the majority
A similarity guard's background frame is a threshold on a share, not a count. Measured on 14,684 pinned documents: the containment identity fails in 24 of 24 cells, the dilution law holds to 4e-19, and the critical prevalence is theta/s — so the filter's blind band is widest for the smallest community.

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