{"id":"W4391186881","doi":"10.32782/2663-6085/2023/66.30","title":"DEVELOPMENT OF TEACHER EDUCATION IN CANADA","year":2023,"lang":"en","type":"article","venue":"Innovate Pedagogy","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Political science; Pedagogy; Psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003298253,0.0002769365,0.0004193296,0.00265416,0.01205327,0.005555678,0.002091785,0.001445483,0.0107602],"category_scores_gemma":[0.008550562,0.0004089115,0.0003745979,0.003417782,0.001700291,0.001055388,0.002943935,0.002404198,0.0007464592],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2001016,"about_ca_system_score_gemma":0.5164125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953981,"about_ca_topic_score_gemma":0.9982303,"domain_scores_codex":[0.9951006,0.0006360721,0.0001574637,0.0003516563,0.001337045,0.002417343],"domain_scores_gemma":[0.9781032,0.001077393,0.0004510287,0.0002353348,0.01015432,0.009978672],"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":[0.0006352249,0.0008694592,0.1545881,0.00108812,0.00007497855,0.002666578,0.04526517,0.004089994,0.003902909,0.1949278,0.1094334,0.4824581],"study_design_scores_gemma":[0.0001073092,0.0002266412,0.2812106,0.0007133354,0.00003530877,0.0002571002,0.02825106,0.002054395,0.002007353,0.00214617,0.6828988,0.00009202604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6516516,0.00868901,0.002695985,0.06191045,0.001073806,0.0006823458,0.003178579,0.0004686021,0.2696497],"genre_scores_gemma":[0.8691728,0.002727759,0.002993462,0.002587575,0.00004213916,0.0001114325,0.000693295,0.00007125862,0.1216002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7998984,"threshold_uncertainty_score":0.9277687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05500238339984841,"score_gpt":0.312596093769843,"score_spread":0.2575937103699946,"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."}}