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Culture Monitor

Classification Well Confidence Filtering

June 21, 2026

Classification well filters now include a confidence threshold slider for each label. Set a minimum confidence percentage per label and only wells where the model's prediction meets that threshold will appear in the filtered view and well navigation.

This is especially useful for workflows where you want to review borderline predictions separately — for example, showing all colony-labeled wells alongside empty wells where the model had low confidence, without being flooded by high-confidence negatives.