{"id":"W2586676065","doi":"10.20306/kces.2018.28.5.21","title":"Characteristics and Implications of Teacher Education System in Canada","year":2018,"lang":"en","type":"article","venue":"Korean Comparative Education Society","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Practicum; Teacher education; Curriculum; Supervisor; Pedagogy; Professional development; Mathematics education; Psychology; Medical education; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001712289,0.0001091648,0.0001926112,0.00004762139,0.0001228882,0.00004369804,0.0002742673,0.00003335797,0.000009668228],"category_scores_gemma":[0.00001248622,0.0001070604,0.00003078141,0.0003915552,0.00009322068,0.0001965936,0.00004834012,0.00007794369,0.000006024736],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005786506,"about_ca_system_score_gemma":0.00669005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3827233,"about_ca_topic_score_gemma":0.1469207,"domain_scores_codex":[0.9990809,0.00007366893,0.0003432928,0.0002253163,0.0001388887,0.0001379607],"domain_scores_gemma":[0.9988364,0.00008592845,0.0002403378,0.0003266665,0.0004253802,0.00008528863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001411972,0.0003019991,0.3672697,0.00008186895,0.00002101059,1.538667e-8,0.03870205,0.00000131752,0.0004176016,0.4808195,0.1052968,0.007086715],"study_design_scores_gemma":[0.00005881094,0.00001529591,0.9671325,0.00007335145,0.000004646367,0.000006856376,0.01207473,0.0004576005,0.0003639592,0.0003875023,0.01930115,0.0001235834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792687,0.0002881723,0.002840976,0.001873614,0.001092052,0.0003087855,0.0000170717,0.00002427589,0.01428637],"genre_scores_gemma":[0.9950744,0.00001129657,0.003695547,0.0003123854,0.0003386938,0.0000811877,0.00002306517,0.000004612071,0.0004588187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5998629,"threshold_uncertainty_score":0.9989411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030414073255502,"score_gpt":0.3118092198227692,"score_spread":0.2813951465672672,"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."}}