{"id":"W3004648727","doi":"10.18806/tesl.v36i2.1313","title":"Teaching in Linguistically and Culturally Diverse Classrooms in Canada: Self-Efficacy Perceptions of Internationally Educated Teachers","year":2019,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Sociology; Pedagogy; Humanities; Psychology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001704696,0.0002399613,0.0003580079,0.0007200959,0.004745623,0.002325997,0.0006585186,0.000295875,0.001559412],"category_scores_gemma":[0.003413534,0.0002837987,0.0002469622,0.0009914194,0.00200348,0.0006279561,0.001252845,0.0008611394,0.0001502052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01892845,"about_ca_system_score_gemma":0.03120833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710949,"about_ca_topic_score_gemma":0.9894946,"domain_scores_codex":[0.9985566,0.0001442665,0.0000719192,0.0001334278,0.0006139107,0.0004799398],"domain_scores_gemma":[0.9953189,0.0005301306,0.0008286053,0.00009003308,0.001644941,0.001587165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000705751,0.0001770374,0.6396064,0.00009870147,0.00002496726,0.000421945,0.3359528,0.0001125876,0.001690712,0.00046247,0.000794485,0.0205874],"study_design_scores_gemma":[0.000007594554,0.00009550523,0.6996282,0.0001144677,0.0000182298,0.00006390089,0.2944576,0.00016111,0.000328994,0.00005729377,0.005040696,0.00002647139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982617,0.00007079045,0.00002169006,0.0001282375,0.000002848991,0.000008171645,0.00002059778,0.000001268035,0.001484611],"genre_scores_gemma":[0.9985009,0.000137132,0.00007436259,0.00004798211,0.000001140168,0.000006644877,0.00003390056,0.000001867661,0.001195933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02890509,"threshold_uncertainty_score":0.1373361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128168118189475,"score_gpt":0.2948387018186145,"score_spread":0.2835570206367198,"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."}}