{"id":"W4387264426","doi":"10.1017/epi.2023.46","title":"Partisan Epistemology and Misplaced Trust","year":2023,"lang":"en","type":"article","venue":"Episteme","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"University of Cambridge","keywords":"Irrationality; Misinformation; Epistemology; Virtue; Rationality; Psychology; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000630498,0.0002010392,0.0003656289,0.0001214494,0.0004438333,0.0001014529,0.0001660416,0.000119203,0.0005910564],"category_scores_gemma":[0.0001108208,0.0001827268,0.00009904557,0.00007538658,0.0009972946,0.0001326295,0.00008502362,0.0002436441,0.001152886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002047944,"about_ca_system_score_gemma":0.00003594626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002068891,"about_ca_topic_score_gemma":0.0008293925,"domain_scores_codex":[0.9984876,0.0001906803,0.0003508348,0.0003644586,0.0001581455,0.0004483135],"domain_scores_gemma":[0.9990261,0.0003213383,0.000116571,0.0003285524,0.00008129198,0.0001261006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000267437,0.00003886189,0.002439123,0.0002316707,0.00008043377,0.0000690588,0.01969892,0.000002336617,0.0002487147,0.9337177,0.04167674,0.0017697],"study_design_scores_gemma":[0.0006209158,0.0001526606,0.003225128,0.00004047368,0.00005200494,0.00002409949,0.003610378,0.0001927876,0.0001424651,0.0369563,0.9546335,0.0003493303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6711658,0.0008244163,0.00002983239,0.01217546,0.00372452,0.0004313621,0.00009087408,0.0007458867,0.3108118],"genre_scores_gemma":[0.8662941,0.00008817465,0.00004368655,0.0008509537,0.0009212932,0.00004465834,0.00005505201,0.00003809715,0.131664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9129567,"threshold_uncertainty_score":0.9996248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07855720426159295,"score_gpt":0.2833619139982291,"score_spread":0.2048047097366362,"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."}}