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Web was round-robinning missing domains and waiting to score until the user said they had no more events. Server follow-up now uses the eight-method plan, rescored snapshots stay candidates, and D9/D10 observations never become user labels. Co-authored-by: Cursor <cursoragent@cursor.com>