{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002075551,0.00005192771,0.0001343997,0.00006705326,0.00009629069,0.00001307217,0.0005967302,0.00003781031,0.0008954598],"category_scores_gemma":[0.006171018,0.00003252519,0.00003546523,0.0005290675,0.0004141154,0.0002756255,0.00003237935,0.0007779429,0.000001139203],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936606,"about_ca_system_score_gemma":0.01386147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9301243,"about_ca_topic_score_gemma":0.9965872,"domain_scores_codex":[0.9977998,0.0005354629,0.0004537443,0.00007936747,0.000949349,0.0001822853],"domain_scores_gemma":[0.9967322,0.001949316,0.0003726373,0.0001795921,0.0006912738,0.00007502555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008055228,0.0002681567,0.8782022,0.00001434398,0.00001470694,5.991217e-8,0.1167099,0.00002949612,0.0003157937,0.002935212,0.001078672,0.0003509173],"study_design_scores_gemma":[0.000146276,0.00003160779,0.916463,0.00006756808,0.000002577724,8.57817e-7,0.08165485,0.000007756787,0.0004140637,0.0005574108,0.0006235941,0.00003048448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167502,0.0001218401,3.203525e-8,0.07819612,0.0002641739,0.0001459846,0.000003584095,8.093829e-8,0.004518014],"genre_scores_gemma":[0.9979116,0.00004397706,0.00002110351,0.00005248842,0.0001602018,0.000008088394,8.529908e-7,0.000004059828,0.001797667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08116139,"threshold_uncertainty_score":0.991729,"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."}}