{"id":"W2999399815","doi":"","title":"Modes of Argumentation in Aristotle's Natural Science","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Argumentation theory; Epistemology; Natural (archaeology); Philosophy; Natural science; Computer science; History","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002344329,0.0001482422,0.0002148909,0.000535209,0.0001505653,0.0001585983,0.0004987837,0.00004883073,0.0001104248],"category_scores_gemma":[0.00001767579,0.0001500576,0.00007640518,0.0002592421,0.0004760316,0.002168969,0.0001691702,0.0003126378,0.0001727341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001555073,"about_ca_system_score_gemma":0.00008614904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001379586,"about_ca_topic_score_gemma":0.001604347,"domain_scores_codex":[0.9987876,0.00006451551,0.0001971623,0.0003361292,0.0003492068,0.0002653152],"domain_scores_gemma":[0.9993308,0.00006066806,0.0001332354,0.0002692368,0.000127968,0.00007806978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001507072,0.0001736016,0.8319866,0.00007150755,0.0000197473,0.00003321777,0.003697203,0.00003770184,0.008422779,0.1549941,2.318774e-7,0.0004126306],"study_design_scores_gemma":[0.002389139,0.0002655601,0.9589285,0.0003647623,0.00005109981,0.000005368042,0.003280743,0.000009819595,0.01575207,0.01335014,0.004976775,0.0006259889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837621,0.00003785261,0.000005708302,0.0001392994,0.000386041,0.0001810999,0.00001351349,0.00003991586,0.01543451],"genre_scores_gemma":[0.9939963,0.000005466335,0.000008148131,0.0001042132,0.00007364075,3.514745e-7,0.000007618735,0.00001192411,0.005792293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141644,"threshold_uncertainty_score":0.6119173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09507809843051604,"score_gpt":0.302568682571914,"score_spread":0.207490584141398,"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."}}