{"id":"W3175593634","doi":"10.31219/osf.io/3tsm9","title":"Knowledge From Falsehood: An Experimental Study","year":2020,"lang":"en","type":"article","venue":"","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Premise; Verdict; Epistemology; Simple (philosophy); Extension (predicate logic); Psychology; Social psychology; Computer science; Philosophy; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01624508,0.001086532,0.001109245,0.0008264001,0.002576692,0.003479986,0.002744496,0.004301346,0.01711245],"category_scores_gemma":[0.1392565,0.001246472,0.0008799591,0.0007116158,0.006361876,0.007935411,0.00360211,0.005996656,0.001343786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097893,"about_ca_system_score_gemma":0.0008912172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001026724,"about_ca_topic_score_gemma":0.0005948314,"domain_scores_codex":[0.9840268,0.00939958,0.001315271,0.002590023,0.002095423,0.0005729727],"domain_scores_gemma":[0.6643079,0.2990731,0.009956419,0.02093898,0.004080655,0.001642863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03872604,0.11745,0.07266255,0.009876183,0.001537247,0.007189828,0.2178019,0.0052087,0.1164813,0.1770982,0.02137845,0.2145897],"study_design_scores_gemma":[0.02599562,0.07148442,0.1322667,0.002339679,0.002114612,0.01364712,0.05091224,0.05259943,0.07255837,0.4612903,0.113399,0.00139253],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524546,0.000782228,0.01017323,0.002948339,0.0003280659,0.001767611,0.0005095438,0.0001572367,0.03087914],"genre_scores_gemma":[0.9786248,0.0004257702,0.01371181,0.002048354,0.0002517575,0.00187509,0.0003630441,0.00007902109,0.002620393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01711245,"threshold_uncertainty_score":0.08591324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2132625637994809,"score_gpt":0.3378427071475165,"score_spread":0.1245801433480356,"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."}}