{"id":"W11897458","doi":"10.55016/ojs/ajer.v56i1.55379","title":"More Than Servants of the State? The Governance of Initial Teacher Preparation in Canada in an Era of School Reform","year":2010,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"State (computer science); Corporate governance; Public administration; Political science; Psychology; Pedagogy; Mathematics education; Management; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002723918,0.0001288348,0.0003233508,0.001402717,0.01489827,0.007986668,0.001065458,0.0008614188,0.002539455],"category_scores_gemma":[0.006770556,0.0002393395,0.0001774977,0.003218203,0.01125969,0.001393135,0.002071479,0.001681,0.0001539028],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1675406,"about_ca_system_score_gemma":0.2316064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948497,"about_ca_topic_score_gemma":0.9975392,"domain_scores_codex":[0.9957719,0.0005979724,0.0000775388,0.0003208816,0.0006835871,0.002548104],"domain_scores_gemma":[0.9949361,0.0005826701,0.0004715811,0.0002180977,0.001677182,0.002114279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001748607,0.0000970273,0.2051864,0.0002718372,0.00005209465,0.001373419,0.2747656,0.002978784,0.00222315,0.3520483,0.03640351,0.124425],"study_design_scores_gemma":[0.00003613048,0.00005265488,0.3719025,0.0004950024,0.00006188962,0.0002190555,0.3007856,0.001649829,0.0009253757,0.01398482,0.3097562,0.0001309285],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800818,0.004919317,0.001633104,0.06148353,0.000114827,0.0001362854,0.0003741814,0.00008416111,0.1304366],"genre_scores_gemma":[0.9921483,0.0007315184,0.0002626261,0.0006516472,0.000006714262,0.000008151725,0.00004959622,0.00001045367,0.006130978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8324593,"threshold_uncertainty_score":0.9655349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505485853452879,"score_gpt":0.4937589271533619,"score_spread":0.343210341808074,"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."}}