{"id":"W7024916587","doi":"","title":"Teacher Efficacy for Teaching in Multilingual School Contexts in Ontario","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Journalism and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Immigration; Indigenous; First language; Teacher education; Population; Self-efficacy; Cultural competence","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":[0.001557143,0.0001893558,0.0004527584,0.0009348735,0.00854404,0.002765077,0.0007999277,0.000314053,0.003492175],"category_scores_gemma":[0.004415885,0.000335346,0.0003008784,0.001377059,0.002025006,0.0007834548,0.001807483,0.0006618368,0.0002687207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0666749,"about_ca_system_score_gemma":0.09162354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838445,"about_ca_topic_score_gemma":0.9960233,"domain_scores_codex":[0.9978503,0.0002426936,0.00008698714,0.0002044733,0.0008550405,0.0007605414],"domain_scores_gemma":[0.9938944,0.000717233,0.0009257908,0.0001777315,0.002113066,0.002171675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002388816,0.0004475126,0.6960629,0.0002927383,0.00004525714,0.0005736374,0.243909,0.0003083367,0.002261819,0.003696559,0.006808304,0.04535502],"study_design_scores_gemma":[0.0000211624,0.00007300085,0.8939255,0.0001315636,0.00002221187,0.00005018093,0.08500057,0.000187275,0.0003512566,0.0001856446,0.02002845,0.0000232429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793169,0.0002389,0.00008518348,0.0008338752,0.00001373303,0.00006216551,0.0002222617,0.00001349719,0.01921349],"genre_scores_gemma":[0.9941483,0.0002300505,0.0001320113,0.00007006322,0.00000329917,0.00003661126,0.00007137623,0.000006298838,0.005302054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0666749,"threshold_uncertainty_score":0.4837625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136200565089757,"score_gpt":0.3714346734663017,"score_spread":0.257814616957326,"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."}}