{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0227395,0.0009704049,0.001382706,0.002347238,0.003811252,0.005862231,0.002377723,0.006128442,0.007546767],"category_scores_gemma":[0.09363789,0.00110236,0.001929997,0.001141113,0.04573201,0.03171713,0.006989709,0.01061206,0.0009158485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003482567,"about_ca_system_score_gemma":0.001751207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702138,"about_ca_topic_score_gemma":0.0007757235,"domain_scores_codex":[0.9752008,0.01464225,0.001332358,0.003993918,0.003847603,0.0009829884],"domain_scores_gemma":[0.8935657,0.08510692,0.00399737,0.01188844,0.004514589,0.0009270603],"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":[0.0001043096,0.00002085751,0.001268151,0.0002557365,0.00006679689,0.0003913802,0.004507257,0.0006248368,0.0003493221,0.9768922,0.002673645,0.01284541],"study_design_scores_gemma":[0.0000164094,0.0000114246,0.0002732405,0.00007428995,0.00001722129,0.0002355427,0.0003433782,0.0007150052,0.0003428893,0.9919532,0.006002642,0.00001464805],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1236575,0.008693379,0.5288568,0.1084525,0.002071056,0.0002119504,0.0006877488,0.0005293855,0.2268397],"genre_scores_gemma":[0.9489281,0.001962787,0.03471578,0.008952807,0.001063016,0.0001640672,0.0002385723,0.0001337495,0.003841045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0227395,"threshold_uncertainty_score":0.1202594,"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."}}