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Part 1 - Bug Fixes: - Fix toProjectWithRelations() stripping file fields needed by AI (detectedLang, textContent, etc.) - Fix parseAIData() reading flat when aiScreeningJson is nested under rule ID - Fix getAIConfidenceScore() with same nesting issue (always returned 0) Part 2 - Special Award Track Integration: - Add shortlistSize to SpecialAward, qualityScore/shortlisted/confirmed fields to AwardEligibility - Add specialAwardId to Round for award-owned rounds - Update AI eligibility service to return qualityScore (0-100) for ranking - Update eligibility job with filteringRoundId scoping and auto-shortlist top N - Add 8 new specialAward router procedures (listForRound, runEligibilityForRound, listShortlist, toggleShortlisted, confirmShortlist, listRounds, createRound, deleteRound) - Create award-shortlist.tsx component with ranked table, shortlist checkboxes, confirm dialog - Add "Special Award Tracks" section to filtering dashboard Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>