{"id":"W2161800879","doi":"","title":"PARTICIPATION OF INTERNATIONALLY-EDUCATED PROFESSIONALS IN AN INITIAL TEACHER EDUCATION BACHELOR OF EDUCATION DEGREE PROGRAM: CHALLENGES AND SUPPORTS","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bachelor; Invisibility; Immigration; Narrative; Pedagogy; Teacher education; Feeling; Sociology; Isolation (microbiology); Constructive; Psychology; Medical education; Political science; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005273073,0.0001067564,0.0001665256,0.0005498829,0.0001207261,0.00005630919,0.0001414814,0.0001346478,0.0003508879],"category_scores_gemma":[0.001679526,0.0001044128,0.00003475352,0.0002400976,0.0003236775,0.0005522342,0.00000547821,0.0001878771,0.000001181223],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140078,"about_ca_system_score_gemma":0.02729735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0104018,"about_ca_topic_score_gemma":0.1635307,"domain_scores_codex":[0.9987132,0.0001760192,0.0005766812,0.0001389519,0.0002249927,0.0001701348],"domain_scores_gemma":[0.9973657,0.0001060932,0.0005175295,0.0000910416,0.001318024,0.0006016466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005828114,0.003264612,0.03662774,0.0001101608,0.00002850332,5.764281e-7,0.1238281,5.934349e-7,0.001069428,0.4926236,0.00214111,0.3402473],"study_design_scores_gemma":[0.0002390446,0.0001658279,0.9496315,0.0001183997,0.00002214574,0.000028674,0.02787582,0.000003964394,0.0002349127,0.004703466,0.01684295,0.0001332622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530926,0.0004393486,2.654531e-7,0.03554749,0.001032891,0.0003057353,0.00001247476,0.000002682115,0.009566472],"genre_scores_gemma":[0.9971457,0.00009900454,0.0009027614,0.000264161,0.0007464451,0.00004234255,0.00008463419,0.000006941022,0.0007080833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9130038,"threshold_uncertainty_score":0.996188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07590374700324988,"score_gpt":0.4618458790589379,"score_spread":0.385942132055688,"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."}}