result.txt

��[Classifier] Loading model from: Classification/checkpoints/best_model

[Classifier] Using device: cuda

[Classifier] Ready � 31 chapters.

{'chapter': 'Principles of Inheritance and Variation', 'chapter_id': 21, 'confidence': 0.7426, 'top3': [{'chapter': 'Principles of Inheritance and Variation', 'chapter_id': 21, 'confidence': 0.7426}, {'chapter': 'Molecular Basis of Inheritance', 'chapter_id': 22, 'confidence': 0.0809}, {'chapter': 'Organisms and Populations', 'chapter_id': 28, 'confidence': 0.0272}], 'rejected': True, 'rejection_reason': 'No biological keywords found & Confidence too low (0.74 < 0.85 for generic text)', 'entropy': 0.3665, 'margin': 0.6617}