This is the end-to-end proof: the v0.4.2 classifier run over an entire real game from the 8K behind-plate master, window by window. Every pitch it detected is below in game order — watch the annotated arc, then confirm ✓, mark it a false positive ✗, or fix ✎ the height / call. Clips play as you scroll; your grades save locally and export to JSON.