{"id":"W2407775","doi":"","title":"Attracting and Retaining International Students in Canada","year":2014,"lang":"en","type":"article","venue":"Infectious Disease Clinics of North America","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Higher education; Order (exchange); Public relations; Political science; International education; Business; Study abroad; Psychology; Pedagogy; Finance","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002363804,0.00005448586,0.0001088324,0.00004006525,0.00009612092,0.00002278424,0.000135487,0.0000118921,0.00004330403],"category_scores_gemma":[0.0008771082,0.00006125695,0.00001915757,0.0001610666,0.00006718573,0.00009893074,0.00003592263,0.00007924755,0.000003760611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000229548,"about_ca_system_score_gemma":0.001556457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6298792,"about_ca_topic_score_gemma":0.8850151,"domain_scores_codex":[0.9990236,0.00007779908,0.0002494016,0.0001395294,0.0003745417,0.0001351348],"domain_scores_gemma":[0.999188,0.000292779,0.0002080797,0.00007588439,0.00008597294,0.0001492838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007463892,0.00005275513,0.9397033,0.000003529877,0.000009891342,0.000001914349,0.00101021,0.00008746209,2.71111e-8,0.00005266437,0.0001402214,0.05893061],"study_design_scores_gemma":[0.0001580865,0.000008599296,0.9302851,0.00001543557,0.000004486209,6.88256e-8,0.000339295,0.00003121862,9.822228e-8,0.0001172661,0.06897594,0.0000644242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957477,0.00003344594,0.00003972071,0.0004214977,0.000490792,0.00007010725,0.000005785255,0.00001027309,0.003180622],"genre_scores_gemma":[0.9988086,0.0002213179,0.00006522258,0.0007299009,0.00009145641,0.000009338065,0.000005802981,0.000004253601,0.00006409289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2551359,"threshold_uncertainty_score":0.3725854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196538887707129,"score_gpt":0.3271626890368747,"score_spread":0.3151973001598034,"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."}}