{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005924716,0.0001100729,0.0001378372,0.000533859,0.0006697132,0.000395299,0.0004280796,0.00007457127,0.0009261537],"category_scores_gemma":[0.0001132655,0.0001209671,0.00005300991,0.0005829714,0.0000399179,0.000422424,0.000004055243,0.0002262335,0.0002941063],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002783788,"about_ca_system_score_gemma":0.03130107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8574435,"about_ca_topic_score_gemma":0.9545901,"domain_scores_codex":[0.9983408,0.00009170553,0.0003916071,0.0001404839,0.0005150824,0.0005203368],"domain_scores_gemma":[0.9971168,0.00001337056,0.0002503317,0.0001227403,0.0006740047,0.001822736],"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":[0.000002333636,0.00004552313,0.4430012,0.000004021344,0.00001872099,0.00001451852,0.01115566,0.00001622991,0.00001009901,0.005753305,0.5372922,0.002686153],"study_design_scores_gemma":[0.00005173071,0.000008880984,0.4391401,0.00005039847,0.00000716551,0.000004020185,0.002985253,1.139494e-8,0.000005247834,0.000777646,0.556881,0.00008861598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8356563,0.0005662984,0.00001393839,0.09445267,0.008359854,0.0003238916,0.0000115836,0.00001139703,0.06060409],"genre_scores_gemma":[0.9588283,0.000003272811,0.0008241605,0.003831596,0.002122028,0.00001038218,0.000005456412,0.00001478517,0.03436003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.123172,"threshold_uncertainty_score":0.9999871,"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."}}