Every test logged with Finalize & Log lands here: the AquaScan (OpenCV) reading, the Claude Vision reading, and the SpinTouch reference side by side. Click Validate on a row to record, pad by pad, which reader was accurate — those verdicts become the accuracy baseline for model training.