{"id":"W1601581435","doi":"10.21810/sfuer.v5i.360","title":"Unknown Unknowns: Is Virtue Something We Can Empirically Observe?","year":2014,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtue; Character (mathematics); Set (abstract data type); Epistemology; Contrast (vision); Sociology; Citizenship; Civic virtue; Psychology; Philosophy; Political science; Law; Computer science; Mathematics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02944161,0.0005740314,0.002460418,0.003107745,0.002323448,0.006400779,0.002622092,0.004631998,0.00919279],"category_scores_gemma":[0.1144675,0.0004973346,0.0009583046,0.002984094,0.03721429,0.02587738,0.00338924,0.008342253,0.00120933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003058813,"about_ca_system_score_gemma":0.006121681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003118628,"about_ca_topic_score_gemma":0.004740493,"domain_scores_codex":[0.9766046,0.01515127,0.001251504,0.003036775,0.003393192,0.0005626185],"domain_scores_gemma":[0.8408976,0.1280273,0.007358525,0.01215722,0.01042322,0.001136141],"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":[0.00007705178,0.00009230047,0.005769943,0.004151761,0.0003696948,0.0001232442,0.002205796,0.0006433557,0.0001460752,0.8442711,0.01489999,0.1272496],"study_design_scores_gemma":[0.00002539264,0.00004160968,0.005543467,0.004143213,0.00009762152,0.0001100899,0.003519678,0.0007081431,0.0001566066,0.926555,0.05905625,0.0000428597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02826794,0.3099411,0.08177954,0.4632121,0.006015788,0.0002047943,0.0009801716,0.0001257406,0.1094728],"genre_scores_gemma":[0.7644697,0.1617261,0.02044212,0.0400699,0.006616119,0.0003698035,0.0007150685,0.00009157325,0.005499595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02944161,"threshold_uncertainty_score":0.155704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136489998840637,"score_gpt":0.425957640200118,"score_spread":0.3123086403160543,"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."}}