How We Fixed Scanner Hybrid Ranking to Prioritize Art-Confirmed Matches

How We Fixed Scanner Hybrid Ranking to Prioritize Art Confirmed Matches Our MTG card scanner uses a hybrid approach: OCR for text matching combined with art similarity analysis to find the exact print you're scanning. But we discovered a critical bug where cards with perfect OCR matches were ranking higher than cards with art confirmation even when the art analysis proved it was the wrong print. The Problem: Perfect Text, Wrong Card When scanning a "Snap" card, our debug output showed: The user