{"id":"W2066625806","doi":"10.7202/037693ar","title":"The Commentary as Polemical Tool","year":2009,"lang":"en","type":"article","venue":"Laval théologique et philosophique","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stoicism; Platonism; Philosophy; Unitary state; Epistemology; Interpretation (philosophy); Law; Linguistics; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005604258,0.0002943513,0.0002726003,0.0000459514,0.0006335266,0.0002431499,0.0005361462,0.0001573241,0.0002847035],"category_scores_gemma":[0.0001942901,0.0001875642,0.0002207146,0.00004838841,0.0005742898,0.0002515839,0.0001031497,0.0008425901,0.0002518199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005968359,"about_ca_system_score_gemma":0.00005497296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005198198,"about_ca_topic_score_gemma":0.0001234716,"domain_scores_codex":[0.9981679,0.0003985659,0.0003955249,0.0003449964,0.0002578404,0.0004351629],"domain_scores_gemma":[0.9985554,0.0006567222,0.000114827,0.000477852,0.00007887308,0.0001163149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001496815,0.0001722276,0.00001268741,0.000003607803,0.00003011188,0.00004032359,0.0008190594,0.000001444656,0.0001601517,0.9512931,0.04556739,0.00175029],"study_design_scores_gemma":[0.0002209203,0.0003425045,0.00007819867,0.00001439043,0.00001146825,0.00001334312,0.00006457638,0.000006258278,0.0003116237,0.5849962,0.4137641,0.0001764289],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08135936,0.0002152374,0.00002007409,0.5698329,0.0006417318,0.0004055665,0.00003773347,0.0003614948,0.3471259],"genre_scores_gemma":[0.8980406,0.0004342479,0.00005434527,0.09690883,0.003378113,0.00003190585,0.00003137504,0.00002145487,0.001099161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8166812,"threshold_uncertainty_score":0.7648646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251859259413283,"score_gpt":0.2731632958092974,"score_spread":0.2406447032151646,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}