{"id":"W7029481105","doi":"","title":"International Students from Asia in Canadian Universities : Institutional Challenges at the Intersection of Internationalization, Racialization and Inclusion","year":2023,"lang":"en","type":"book","venue":"BiblioBoard Library Catalog (Open Research Library)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Ministry of Education; York University; Korean Studies Promotion Service; Academy of Korean Studies; Canadian Bureau for International Education; University of Ottawa","keywords":"Racialization; Inclusion (mineral); Internationalization; Higher education; Appeal; International education; Tokenism; Intersectionality; Study abroad; Foregrounding; Institutional racism","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001281221,0.0002132677,0.0002699491,0.003865837,0.00178094,0.0007733545,0.002738766,0.0003290219,0.003474692],"category_scores_gemma":[0.0001495617,0.0002027797,0.00005584908,0.002559089,0.0007640342,0.005409524,0.009769494,0.0004254379,0.00011773],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613324,"about_ca_system_score_gemma":0.01283693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1474993,"about_ca_topic_score_gemma":0.2920178,"domain_scores_codex":[0.9959317,0.000587545,0.0004955158,0.0005650765,0.002003999,0.0004161862],"domain_scores_gemma":[0.9984403,0.0005089797,0.0002679816,0.0002942642,0.000209975,0.0002785465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319286,0.0000764746,0.02888952,0.00004226974,0.0001270078,0.0000385194,0.02833798,0.00001585831,0.000002174077,0.3858241,0.5533096,0.003204572],"study_design_scores_gemma":[0.0003517709,0.00002261851,0.0620066,0.0004230231,0.000006275182,6.381852e-7,0.002331151,0.0000125465,0.00002533852,0.03335751,0.9012736,0.0001889336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01451912,0.001914094,0.000007082793,0.03989941,0.00160458,0.001276844,0.001027601,0.00008281443,0.9396685],"genre_scores_gemma":[0.04951118,0.02699744,0.0001121568,0.0004423391,0.0006682302,0.0001063858,0.009542227,0.00006776805,0.9125523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3524666,"threshold_uncertainty_score":0.9995186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05969011513284844,"score_gpt":0.3699404201472525,"score_spread":0.310250305014404,"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."}}