{"id":"W4387709035","doi":"10.1093/monist/onad025","title":"Disingenuous Infallibilism","year":2023,"lang":"en","type":"article","venue":"The Monist","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Certainty; Assertion; Skepticism; Epistemology; Proposition; Relevance (law); Action (physics); Norm (philosophy); Context (archaeology); Premise; Philosophy; Computer science; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02160507,0.0009127302,0.001412877,0.002551781,0.004857807,0.009439436,0.002929824,0.005835823,0.008462206],"category_scores_gemma":[0.04553414,0.0009441957,0.001201107,0.001235276,0.05216516,0.01716509,0.01192918,0.0112831,0.001409221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006891126,"about_ca_system_score_gemma":0.003214325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002359638,"about_ca_topic_score_gemma":0.00183941,"domain_scores_codex":[0.9742682,0.01131948,0.001613222,0.004826257,0.006750077,0.00122286],"domain_scores_gemma":[0.9609116,0.02121677,0.001929406,0.009740434,0.004752428,0.001449488],"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":[0.000008905211,0.000005617024,0.00005312913,0.00002120611,0.000004859878,0.00002095264,0.0003798205,0.0001213346,0.00005716157,0.9974188,0.000571956,0.001336375],"study_design_scores_gemma":[0.000004081014,0.000003327451,0.00001970114,0.00001894431,0.000002704079,0.00001827515,0.00005260437,0.0003483162,0.00009442509,0.9949994,0.004433506,0.000004685139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05402125,0.004903961,0.2336152,0.1062212,0.001400435,0.0001195725,0.0002174856,0.0009321555,0.5985688],"genre_scores_gemma":[0.9667864,0.0007510646,0.01636681,0.005592044,0.0009140625,0.0001278594,0.00006684953,0.0001974922,0.009197284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02160507,"threshold_uncertainty_score":0.1142599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085147518355368,"score_gpt":0.2802762184136467,"score_spread":0.1717614665781099,"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."}}