{"id":"W1690412603","doi":"10.47678/cjhe.v36i2.183540","title":"Attracting East Asian Students to Canadian Graduate Schools","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Office of International Science and Engineering","keywords":"China; Internationalization; Government (linguistics); Graduate students; Graduate education; Higher education; Political science; Immigration; Economic growth; Public relations; Sociology; Pedagogy; Business; Economics","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":[0.001227793,0.0003310112,0.0002467588,0.001497181,0.008707309,0.003123567,0.001001586,0.0006373962,0.009784508],"category_scores_gemma":[0.002411321,0.0001975503,0.0004718601,0.002314801,0.001067112,0.000562781,0.003035476,0.001308055,0.00093079],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01233832,"about_ca_system_score_gemma":0.03871941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8278998,"about_ca_topic_score_gemma":0.9644082,"domain_scores_codex":[0.9986703,0.00008842564,0.00002131885,0.0000900025,0.0002493379,0.0008806164],"domain_scores_gemma":[0.9957147,0.0001115732,0.0001601215,0.00005307733,0.0009249717,0.003035519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003378709,0.0006029214,0.6831057,0.0002277685,0.00004163501,0.001265493,0.05991815,0.0003072428,0.004483934,0.01054041,0.04671301,0.1924558],"study_design_scores_gemma":[0.00006706444,0.0002576195,0.580561,0.000358456,0.00007105872,0.0006218363,0.2207095,0.0005091574,0.001349348,0.001191209,0.1941611,0.0001427609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571834,0.0004591869,0.0002003167,0.002504558,0.00008881604,0.00008117824,0.0002511991,0.00002958758,0.03920177],"genre_scores_gemma":[0.9725974,0.00121373,0.0009024363,0.002076017,0.00004877345,0.00004133625,0.0004027726,0.00002387376,0.02269366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9876617,"threshold_uncertainty_score":0.3462274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368364006429273,"score_gpt":0.3447252910306122,"score_spread":0.3110416509663195,"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."}}