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馃悰 fix(stats): repair factor analysis cache after oaId migration

Fainstein requested to merge dev into main

Use article.oaId for one-hot rows, stop persisting intermediate oneHot, validate on compute upsert, and push filteredResults atomically to avoid full-document save failures on legacy cache documents.

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