{"id":"W1500539572","doi":"10.26522/tl.v8i1.426","title":"Teacher Preparation in Ontario: A History","year":2014,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Teacher Education and Assessments","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; Brock University","funders":"","keywords":"Teacher preparation; Accreditation; Teacher education; Pedagogy; Political science; Sociology; Medical education; Mathematics education; Psychology; Medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001411407,0.0002821363,0.000332649,0.00332969,0.01242291,0.004460299,0.001029456,0.001325497,0.008022893],"category_scores_gemma":[0.003445762,0.0004370979,0.000271443,0.007612214,0.006782023,0.00170986,0.002478959,0.001897673,0.0005394153],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1474792,"about_ca_system_score_gemma":0.1723033,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985788,"about_ca_topic_score_gemma":0.9945909,"domain_scores_codex":[0.9982347,0.0001618136,0.0001177653,0.0001590524,0.0007341879,0.0005923556],"domain_scores_gemma":[0.9957995,0.0006403434,0.0004690717,0.0001401411,0.001693073,0.001257957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003116115,0.0001417754,0.05050405,0.004068447,0.00005381578,0.004667938,0.1982055,0.0007074326,0.001385321,0.1391287,0.1844084,0.416417],"study_design_scores_gemma":[0.000005507001,0.00001874563,0.03512113,0.0006134456,0.00001154115,0.0001895653,0.007303051,0.00003075953,0.0001155164,0.001034164,0.9555318,0.00002480091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.125205,0.2593769,0.001166915,0.1490252,0.002878674,0.0002489243,0.003042763,0.0001635633,0.458892],"genre_scores_gemma":[0.6166221,0.2143744,0.001395604,0.008157253,0.0009970109,0.0001339769,0.001284078,0.0001649376,0.1568706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8525208,"threshold_uncertainty_score":0.9888033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342589043253317,"score_gpt":0.3456064011369309,"score_spread":0.3121805107043977,"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."}}