{ "temperature": 1.0, "thresholds": { "Loaded_Language": 0.5, "Appeal_to_fear-prejudice": 0.5, "Exaggeration,Minimisation": 0.5, "Repetition": 0.5, "Flag-Waving": 0.5, "Name_Calling,Labeling": 0.5, "Reductio_ad_hitlerum": 0.5, "Black-and-White_Fallacy": 0.5, "Causal_Oversimplification": 0.5, "Whataboutism,Straw_Men,Red_Herring": 0.5, "Straw_Man": 0.5, "Red_Herring": 0.5, "Doubt": 0.5, "Appeal_to_Authority": 0.5, "Thought-terminating_Cliches": 0.5, "Bandwagon": 0.5, "Slogans": 0.5, "Obfuscation,Intentional_Vagueness,Confusion": 0.5 }, "technique_labels": [ "Loaded_Language", "Appeal_to_fear-prejudice", "Exaggeration,Minimisation", "Repetition", "Flag-Waving", "Name_Calling,Labeling", "Reductio_ad_hitlerum", "Black-and-White_Fallacy", "Causal_Oversimplification", "Whataboutism,Straw_Men,Red_Herring", "Straw_Man", "Red_Herring", "Doubt", "Appeal_to_Authority", "Thought-terminating_Cliches", "Bandwagon", "Slogans", "Obfuscation,Intentional_Vagueness,Confusion" ], "model_info": { "model_id": "synapti/nci-technique-classifier-v5.2", "base_model": "answerdotai/ModernBERT-base", "loss_function": "ASL (gamma_neg=4.0, gamma_pos=1.0, clip=0.02)", "dataset": "synapti/nci-propaganda-v5", "training_samples": 24037, "validation_tests_passed": "4/7 (57%)" } }