{"id":"W2934674933","doi":"10.47925/2016.414","title":"Beyond Saints and Canons","year":2016,"lang":"en","type":"article","venue":"Philosophy of education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Relevance (law); Discipline; Identity (music); Epistemology; Field (mathematics); Sociology; Vocabulary; Psychology; Social science; Aesthetics; Law; Political science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002157527,0.00003446912,0.00004895293,0.00004703306,0.0001212351,0.00000983294,0.00006260363,0.00002780933,0.0002840692],"category_scores_gemma":[0.0002841101,0.00002681115,0.00001276251,0.00008227504,0.0002073877,0.00008944109,0.000008588216,0.00001908059,0.00002591421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005854092,"about_ca_system_score_gemma":0.0005040912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001499307,"about_ca_topic_score_gemma":0.00004058727,"domain_scores_codex":[0.9995537,0.00004391616,0.00009349271,0.0000898884,0.0001340774,0.00008491362],"domain_scores_gemma":[0.9996099,0.00009922415,0.00003275181,0.00006747156,0.0001049176,0.00008576644],"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":[0.000001319689,0.00007285307,0.004188211,0.000006029439,0.000002889799,1.625362e-8,0.005826793,2.467932e-9,0.0002131676,0.9387075,0.001110229,0.04987102],"study_design_scores_gemma":[0.00005774022,0.000009087643,0.01623522,0.00004906273,0.00000434351,2.201984e-7,0.0009793905,3.448399e-8,0.0002843851,0.9480493,0.03427681,0.00005442716],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3490687,0.0002254131,0.00009892545,0.1904906,0.001287268,0.0001582866,0.000003175732,0.00003104835,0.4586366],"genre_scores_gemma":[0.9960247,0.00008109637,0.001178965,0.0006847904,0.0002745016,0.00001156844,0.000001130194,0.000002814483,0.001740477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.646956,"threshold_uncertainty_score":0.3110359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192394866750749,"score_gpt":0.3353806494887335,"score_spread":0.303456700821226,"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."}}