{"id":"W1507824196","doi":"10.1111/j.1478-9302.2011.00243.x","title":"Virtue Epistemology and the ‘Epistemic Fitness’ of Democracy","year":2012,"lang":"en","type":"article","venue":"Political Studies Review","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Epistemic virtue; Epistemology; Virtue; Normative; Democracy; Social epistemology; Epistemology of Wikipedia; Politics; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00132959,0.0001794846,0.000944763,0.00001933513,0.0003222172,0.00001088086,0.0001524068,0.00004690444,0.0001366412],"category_scores_gemma":[0.001235332,0.00009776951,0.0001841658,0.0000314728,0.004695218,0.00009249907,0.0001635186,0.0002238556,0.00006260264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002668192,"about_ca_system_score_gemma":0.00001876762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130933,"about_ca_topic_score_gemma":0.0000423268,"domain_scores_codex":[0.998132,0.0005416994,0.0005578604,0.0001532989,0.0001419319,0.0004732262],"domain_scores_gemma":[0.9972332,0.002012012,0.0001665927,0.0002667646,0.0002078827,0.0001136188],"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":[0.00000722703,0.00003466588,0.0003731287,0.004221015,0.000158491,6.197365e-7,0.002406521,4.764464e-9,5.705776e-7,0.9900947,0.001348495,0.001354532],"study_design_scores_gemma":[0.0008722049,0.00009590553,0.0006854963,0.001852163,0.001061483,0.00005954624,0.004410986,0.000002096329,0.00002203428,0.5025483,0.4880572,0.0003325971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003541013,0.8470476,0.00001641057,0.05332301,0.0009565802,0.0005406798,0.00002442388,0.00003152682,0.09451876],"genre_scores_gemma":[0.9106806,0.07758327,0.00003280176,0.008976185,0.0007665216,0.00006341862,0.000003043505,0.00001470954,0.00187948],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9071395,"threshold_uncertainty_score":0.9980134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259582919674101,"score_gpt":0.354937026333023,"score_spread":0.2289787343656129,"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."}}