{"id":"W4244359934","doi":"10.32920/ryerson.14661303","title":"Assessing Canada’s support of international students: a comprehensive review of Canada’s retention and settlement of its “Model Immigrants”","year":2021,"lang":"en","type":"review","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Government (linguistics); Settlement (finance); Human capital; Political science; Socioeconomic status; Immigration policy; Internationalization; Economic growth; Variety (cybernetics); Order (exchange); Business; Sociology; Economics; Population; International trade; Finance; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007140074,0.001025644,0.002738293,0.009054995,0.001588345,0.00351958,0.00240047,0.001225786,0.002422067],"category_scores_gemma":[0.01797003,0.00049102,0.001721007,0.01564253,0.00132289,0.00133314,0.001382868,0.001483463,0.0002559989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01849044,"about_ca_system_score_gemma":0.1078744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7547715,"about_ca_topic_score_gemma":0.8730188,"domain_scores_codex":[0.99742,0.0004607784,0.0004022048,0.0002170264,0.00127411,0.0002258108],"domain_scores_gemma":[0.9852316,0.00560037,0.00134559,0.0001883263,0.006828089,0.0008059774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001471658,0.00006259533,0.004426122,0.1515305,0.0008798173,0.00008733273,0.0009754566,0.0003078269,0.0001282643,0.001811826,0.02851753,0.8111255],"study_design_scores_gemma":[0.00005869037,0.0001975527,0.0409921,0.3472073,0.004229164,0.0003884489,0.002454993,0.000256449,0.0003422119,0.0007744386,0.6029491,0.0001496206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003461139,0.9984731,0.00002455044,0.0003859146,0.0000676616,0.00001793723,0.0002209122,0.00000270946,0.0004610475],"genre_scores_gemma":[0.003411495,0.9960019,0.0001250093,0.0001708872,0.00002641599,0.00001649979,0.0001598656,0.000001782827,0.00008620647],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2452285,"threshold_uncertainty_score":0.4933453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06489679724706834,"score_gpt":0.4008790925123659,"score_spread":0.3359822952652975,"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."}}