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