{"id":"W2137091212","doi":"10.3102/0013189x13515746","title":"Knowledge and Responsibility","year":2014,"lang":"en","type":"article","venue":"Educational Researcher","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Sociology; Mathematics education","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":[0.006655933,0.0006249641,0.0008056993,0.001521824,0.004679825,0.01069338,0.001313684,0.006559105,0.01156333],"category_scores_gemma":[0.01226845,0.000451648,0.0005877603,0.0009046968,0.04576549,0.01157313,0.003912385,0.006607438,0.002091702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005168648,"about_ca_system_score_gemma":0.006472959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005671097,"about_ca_topic_score_gemma":0.003588242,"domain_scores_codex":[0.9935703,0.003410597,0.0002420959,0.001173471,0.001131427,0.0004720583],"domain_scores_gemma":[0.9934069,0.003705688,0.0003881611,0.001282206,0.0008035107,0.0004135291],"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":[0.000002795804,0.000004292212,0.00006438947,0.000008681958,0.000002516221,0.00001189861,0.000688276,0.00006607485,0.00001836854,0.9962316,0.00146682,0.001434273],"study_design_scores_gemma":[0.000005194303,0.00000505664,0.00008569984,0.00004571922,0.000003141099,0.00003040342,0.0004223827,0.0001289942,0.00006110642,0.9679721,0.0312355,0.000004666968],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01076302,0.01086798,0.05006853,0.07818539,0.001139781,0.00006788439,0.0001111322,0.00009129305,0.8487049],"genre_scores_gemma":[0.8602012,0.004396331,0.01124765,0.01068805,0.001510064,0.0002254059,0.0001073434,0.0001358799,0.111488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01156333,"threshold_uncertainty_score":0.03868318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1868085660854804,"score_gpt":0.410329259484369,"score_spread":0.2235206933988886,"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."}}