{"id":"W3041189610","doi":"10.18192/potentia.v4i0.4396","title":"Implications for Canadian Higher Education Internationalisation Policies","year":2012,"lang":"en","type":"article","venue":"Potentia Journal of International Affairs","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Internationalization; Political science; Higher education; International education; Study abroad; Internationalization of Higher Education; Public administration; Economic growth; Library science; Public relations; Business; International trade","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":[0.0006247273,0.00008263534,0.00009582365,0.0003630004,0.0002870247,0.0001106415,0.0003725343,0.00006140443,0.001039429],"category_scores_gemma":[0.0002170509,0.00008241447,0.0001141133,0.0001712699,0.00005919,0.0009162398,0.00001264304,0.0000793541,0.00003708379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00095653,"about_ca_system_score_gemma":0.001751373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093953,"about_ca_topic_score_gemma":0.005199377,"domain_scores_codex":[0.998866,0.00004320384,0.0003822286,0.0000790344,0.0003723607,0.0002571878],"domain_scores_gemma":[0.997802,0.00008569729,0.0004039605,0.00007265927,0.001322128,0.0003135302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001336867,0.0001920206,0.1288459,0.000003583214,0.0001058368,1.087385e-7,0.005548729,0.00001724989,0.0001306008,0.7631195,0.09433492,0.007688143],"study_design_scores_gemma":[0.0001229574,0.000007366845,0.3303775,0.00001870062,0.00001584094,0.000006754142,0.001600886,7.773113e-7,0.00004499566,0.006987877,0.6607426,0.00007367879],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1026239,0.002891979,0.008265459,0.38048,0.04703172,0.0008710919,0.0001696628,0.00006075875,0.4576054],"genre_scores_gemma":[0.9813631,0.0001731543,0.004261544,0.0009610637,0.003230448,0.00003390128,0.00004063844,0.00001087279,0.009925251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8787392,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029084075591677,"score_gpt":0.3483319426285851,"score_spread":0.3192478670369081,"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."}}