{"id":"W4309084660","doi":"10.5206/cieeci.v51i1.15483","title":"Conclusion: Towards a Critical Study of the Inequitable Treatment Experienced by ‘International Students from Asia’ and the Roadblocks Encountered within Canadian Postsecondary Institutions","year":2022,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; York University","funders":"","keywords":"Political science; Postsecondary education; Demography; Medical education; Sociology; Medicine; Higher education; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01764698,0.0005689497,0.0004345164,0.002525497,0.01636501,0.01070159,0.004775166,0.007468164,0.008682468],"category_scores_gemma":[0.03842261,0.0001442568,0.0005461068,0.00264715,0.02453832,0.005997233,0.006568843,0.01018662,0.0006356055],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04352665,"about_ca_system_score_gemma":0.1147465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5451099,"about_ca_topic_score_gemma":0.6380793,"domain_scores_codex":[0.993555,0.001801199,0.0003493942,0.0007952165,0.001924671,0.001574448],"domain_scores_gemma":[0.9575672,0.01606718,0.002289847,0.0008650455,0.0177643,0.005446461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001382494,0.00007926005,0.01361133,0.002121237,0.00005927851,0.001237029,0.2463178,0.0003952118,0.0008362039,0.2133877,0.4787774,0.04303928],"study_design_scores_gemma":[0.00001943309,0.000039486,0.01556853,0.004011233,0.00004671359,0.0004566373,0.6180207,0.0002495318,0.0006011412,0.04877033,0.3121219,0.00009448903],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03085676,0.008759827,0.004345721,0.9139894,0.008349258,0.0002240016,0.0004219196,0.00008011129,0.032973],"genre_scores_gemma":[0.643989,0.008242432,0.005575359,0.3171757,0.003099209,0.0002549039,0.000207828,0.00007214741,0.02138348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9564734,"threshold_uncertainty_score":0.915138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09341909900246996,"score_gpt":0.4726613277903303,"score_spread":0.3792422287878603,"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."}}