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- Remove isValidEntry filter from seed: all 214 CSV rows are now seeded (Ignore/Doublon/test entries included for AI screening to handle) - Fix category mapping: normalize non-breaking spaces (U+00A0) that caused all categories to map to null - Add built-in duplicate submission detection in stage-filtering that groups projects by submitter email and always flags (never auto-rejects) so admin must review - AI screening runs for duplicates even if deterministic rules fail, with sibling project metadata attached for admin context - Update Candidatures2026.csv with expanded team list - Simplify routing to award assignment (migration + schema cleanup) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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