Restricted quality workspace

Calibration Dashboard

Compare CatMind’s recorded output with confirmed behaviour, review the “Why” layer, and keep every decision tied to an exact pipeline baseline.

Calibration set

Quality by category

Precision and recall use every detected scenario; primary accuracy is shown above.

CategoryCasesPrecisionRecallF1TP / FP / FN

Primary confusion matrix

Expected category → CatMind’s main published category.

Analysis cases

Review behaviour and possible-reason quality separately.

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Expert review

Calibration case