{"id":"W2100258005","doi":"","title":"Teacher Education Policy in Canada: Beyond Professionalization and Deregulation","year":2013,"lang":"en","type":"article","venue":"","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Professionalization; Deregulation; Context (archaeology); Political science; Corporate governance; Teacher education; Education policy; Politics; Public administration; Sociology; Pedagogy; Higher education; Economics; Management; Law; Geography; Market economy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001340434,0.0000340592,0.00003502664,0.00006020509,0.0001495909,0.00004138257,0.00003750005,0.00002792003,0.0008317744],"category_scores_gemma":[0.0002162549,0.00003082062,0.000003922192,0.0001843674,0.00002808169,0.0004570653,0.000008356391,0.00004340714,0.00001121862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000344818,"about_ca_system_score_gemma":0.006156472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979775,"about_ca_topic_score_gemma":0.9939405,"domain_scores_codex":[0.9995034,0.00009552912,0.00009009623,0.00006740339,0.0001424675,0.0001010666],"domain_scores_gemma":[0.9996946,0.00009767368,0.00004502104,0.00003865592,0.00006748587,0.0000565708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001068222,0.00005861752,0.4955447,0.000007552921,0.000001686605,1.692518e-8,0.01365236,0.00001113716,0.00003037043,0.4240948,0.03939625,0.0272014],"study_design_scores_gemma":[0.00003344069,0.000001531593,0.8868993,0.000006838445,0.000001218822,1.994869e-7,0.0247991,0.00009574378,0.000005002805,0.01423033,0.07387628,0.00005103052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7775699,0.00009975408,0.000006671867,0.09877881,0.0001432408,0.0002018975,3.117168e-7,0.000006860109,0.1231925],"genre_scores_gemma":[0.9799466,0.00005547746,0.0001408096,0.002124575,0.0002926747,0.0000345489,0.000008939008,0.000002755476,0.01739368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4098645,"threshold_uncertainty_score":0.9994777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775815068214172,"score_gpt":0.3591890034226215,"score_spread":0.3414308527404798,"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."}}