New text classifier predicting the need for external verification. Includes native FP32 and validated ONNX variants, source-pinned data and training reproduction, independent FP32/BF16 evaluation, and development-selected threshold 0.85. Model card reports increased verification recall, additional false positives and downstream cost, German regression, and limited 32K stress accuracy.
