{"id":"W7105896460","doi":"10.48204/2805-1815.8470","title":"Virtue epistemology and education","year":2025,"lang":"","type":"article","venue":"Analítica","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Normative; Relativism; Consciousness; Process (computing); Value (mathematics); State (computer science); Set (abstract data type)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002829751,0.0002969242,0.0003446175,0.001994854,0.003627718,0.005046604,0.0004611878,0.001729205,0.004092765],"category_scores_gemma":[0.002961246,0.0001328155,0.0003607329,0.001171383,0.03454426,0.004918198,0.003803448,0.003115244,0.0004331919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896187,"about_ca_system_score_gemma":0.001850506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285441,"about_ca_topic_score_gemma":0.001167059,"domain_scores_codex":[0.998051,0.001264764,0.00006486096,0.0001884182,0.0002261865,0.0002047416],"domain_scores_gemma":[0.997709,0.001368225,0.0002206569,0.0002694538,0.0002180589,0.0002146303],"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":[0.000001529463,0.00000335658,0.0001276758,0.00001044472,0.000001021918,0.000008348573,0.0004658781,0.0000429998,0.00001109528,0.9971826,0.0003187854,0.001826272],"study_design_scores_gemma":[0.000002633081,0.000004344459,0.0002345085,0.00003408369,8.635463e-7,0.00003037328,0.0004564323,0.0001441119,0.00002822435,0.9833902,0.01567155,0.000002816083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04494235,0.01291432,0.03882906,0.0327375,0.0005882655,0.00003748628,0.00006917788,0.00006826976,0.8698136],"genre_scores_gemma":[0.9765355,0.002868521,0.006750984,0.001810735,0.0004186292,0.00006954612,0.00003280562,0.00002462545,0.01148855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005046604,"threshold_uncertainty_score":0.02101344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180777692136959,"score_gpt":0.3400334492149863,"score_spread":0.3219556800012904,"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."}}