{"id":"W2167305825","doi":"","title":"LINGUISTIC AND CULTURAL ADAPTATION OF INTERNATIONALLY EDUCATED TEACHER CANDIDATES","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Adaptation (eye); Metropolitan area; Qualitative research; Teacher education; Sociology; Psychology; Cultural competence; Mathematics education; Social science; Medicine","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":[0.00266725,0.000330182,0.0004253251,0.001233764,0.008285723,0.004660303,0.0009285684,0.0007243152,0.002885262],"category_scores_gemma":[0.009209353,0.0002449919,0.0002071123,0.001255041,0.004345905,0.0008185971,0.004949564,0.001563025,0.0002847527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005877434,"about_ca_system_score_gemma":0.01033787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2031519,"about_ca_topic_score_gemma":0.3071979,"domain_scores_codex":[0.9963296,0.001357959,0.0001418437,0.0002274417,0.0006044707,0.001338787],"domain_scores_gemma":[0.995837,0.0006758728,0.0007419953,0.0001734822,0.001112549,0.001459124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000419729,0.00004128444,0.0326965,0.00004046527,0.000003633479,0.002028363,0.9559338,0.0000266198,0.001135239,0.0006794075,0.000443054,0.006929659],"study_design_scores_gemma":[0.000001416652,0.00002688542,0.009994716,0.00003236605,0.000002610786,0.0003191446,0.9857681,0.0000148106,0.0001278742,0.00003497663,0.003668727,0.000008362184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940983,0.00008873741,0.00006550141,0.0003975744,0.00002362902,0.00001163269,0.000009150163,0.00000258773,0.005302873],"genre_scores_gemma":[0.9973399,0.00008895352,0.00006504163,0.0001144928,0.00000491535,0.000008100604,0.00001354472,0.000005892348,0.002359177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031519,"threshold_uncertainty_score":0.4039388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02454872274632812,"score_gpt":0.3688541113466026,"score_spread":0.3443053886002744,"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."}}