{"id":"W7067440193","doi":"","title":"Learning to Teach for Equity, Diversity, and Social Justice: A Mixed Methods Case Study of Initial Teacher Education in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Practicum; Teacher education; Operationalization; Preparedness; Equity (law); Educational equity; Social justice; Data collection; Cultural humility; Multimethodology","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":[0.004290389,0.0006651588,0.0009295386,0.002167884,0.02916992,0.004022117,0.00388759,0.001902869,0.002223613],"category_scores_gemma":[0.006456931,0.0009145575,0.0006306617,0.004395353,0.005139184,0.001246789,0.003844032,0.002213762,0.0002550854],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1653788,"about_ca_system_score_gemma":0.163912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917389,"about_ca_topic_score_gemma":0.997745,"domain_scores_codex":[0.9942622,0.001414715,0.000183605,0.0004092726,0.001063198,0.002667016],"domain_scores_gemma":[0.9939792,0.001357715,0.0005315206,0.0002209023,0.001876971,0.002033632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001867461,0.0005414447,0.08059156,0.000396207,0.00003625721,0.01460481,0.8721375,0.0005568822,0.001344685,0.003419457,0.004484763,0.02169963],"study_design_scores_gemma":[0.0000290549,0.0001684015,0.05106948,0.0004621623,0.00003684418,0.0009113473,0.9242669,0.0005349934,0.0004156419,0.000258861,0.02179784,0.00004858083],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898161,0.0008953326,0.0005658466,0.002086295,0.00003169331,0.0004702085,0.0002996311,0.00001281332,0.005822042],"genre_scores_gemma":[0.989421,0.001312456,0.00152304,0.0005994549,0.00001093873,0.0002346145,0.0001638807,0.0000200729,0.006714533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653788,"threshold_uncertainty_score":0.9680423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2675004711347436,"score_gpt":0.5045882683511858,"score_spread":0.2370877972164422,"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."}}