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feat: add Verbatim Quote column and PDF output; implement true Upsert mechanism
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fix: show accurate inserted vs skipped counts in Parse+Embed result message
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feat: professional PDF reports with dark banners, colour-coded themes, confidence bars (Report 1 and 2)
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feat: add NONE rescue pass - re-evaluate NONE papers with forced category assignment
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feat: add Report 2 (Theme Aggregation PDF) to Research Impact Audit tab
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fix: skip classify_paper_types in SPJIMR pipeline to preserve user-selected corpus type (EMPI/BIBS/etc)
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fix: replace upsert with manual dedup to avoid missing unique constraint error
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fix: upsert on web_link to prevent duplicate papers on re-upload
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fix: pass selected corpus_type to import_pdfs_from_zips and resolve meta_str NameError
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Migrate to dedicated research_impact_audits table and fix minor UI bugs
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fix(aacsb): add robust JSON repair, escape quotes in prompt, hydrate all paper titles, and print evidence & reasoning in PDF report
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fix(ui): make PDF report download button always visible (but interactive=False when empty) and add load session data button
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Fix unicode errors in PDF generation with strict sanitize function
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Fix fpdf crash causing missing UI updates
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Ensure all papers are evaluated gracefully
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Add AACSB Audit PDF download feature
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Fix 'Untitled' titles due to ID type mismatch and show all audited papers including NONE in UI
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Fix PreTrainedModel import error, remove terminal emojis, and allow Step 9 before clustering
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feat: Add Step 9 AACSB Impact Audit tab with Mistral LLM evaluation
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Use Mistral LLM to clean findings: strip junk/metadata/stats, extract narrative sentences
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Fix: merge Historical Reports INTO Step 8 Research Command Center (matches local layout)
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Fix: guard all Supabase calls so Step 8 tab renders even if DB is unreachable
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Force rebuild: pin gradio>=6.10.0, add markdown dep, push all source files
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Remove demo.load that caused NameError crash
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Add Load Report button and auto-load event for Historical Reports
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Rename Historical Reports to Step 8
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Fix Historical Reports tab visibility
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Add gspread and google-auth to requirements
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Fix truncation limits for full context extraction and add DOI parsing
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Fix dependency resolver backtracking by removing bounds
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Add missing plotly dependency
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Fix deployment: defer agent load, add missing workbench packages and credentials
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Upload 40 files
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