Quality rankings

what listers remove most often

What gets removed most often

Classifier-output patterns ranked by lister-removal rate (highest first). Each row is a unique combination of source subfolder + image category + classifier flags + edit path. High % + meaningful sample = the patterns to fix first (tighten routing, refine prompt, etc.).