{"id":"W2953614120","doi":"10.1002/tht3.417","title":"Knowledge from Falsehood","year":2019,"lang":"en","type":"article","venue":"Thought A Journal of Philosophy","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Premise; Verdict; Epistemology; Simple (philosophy); Extension (predicate logic); Psychology; Social psychology; Philosophy; Computer science; Law; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003990438,0.0001644827,0.0004470985,0.0001256763,0.0001083917,0.00007184177,0.0003388198,0.00007942864,0.001433548],"category_scores_gemma":[0.00003734524,0.0001263013,0.0002979985,0.00003980325,0.0002074179,0.0003366285,0.00004595996,0.000502163,0.0009110036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002600654,"about_ca_system_score_gemma":0.00008919927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001767981,"about_ca_topic_score_gemma":0.00003452779,"domain_scores_codex":[0.9988351,0.0001359509,0.0004760108,0.0001373061,0.0002274426,0.0001881715],"domain_scores_gemma":[0.9986564,0.000234781,0.0004154481,0.000242117,0.0003515797,0.00009970242],"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":[0.00008810898,0.0002599908,0.0003761413,0.00006149121,0.0002631927,0.0000214224,0.02759977,0.000002805565,0.000711262,0.9640687,0.004719707,0.0018274],"study_design_scores_gemma":[0.0008423663,0.000307114,0.0001307949,0.0001447863,0.0001030012,0.00001262207,0.0007406275,0.000009122663,0.0004448919,0.5849257,0.4121525,0.0001865122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3039147,0.007080724,0.00007614058,0.003435227,0.006867273,0.0001549047,0.00005804797,0.00003891876,0.6783741],"genre_scores_gemma":[0.9838504,0.00008431182,0.0002762355,0.0005942377,0.009178886,9.450366e-7,0.000004640394,0.00002813502,0.00598225],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6799356,"threshold_uncertainty_score":0.9998669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07153808595598073,"score_gpt":0.2790095241360088,"score_spread":0.2074714381800281,"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."}}