{"id":"W2465983784","doi":"","title":"Transnational Education -- An Opportunity and a Canadian Role.","year":2013,"lang":"en","type":"article","venue":"The College Quarterly","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Higher education; Pedagogy; Psychology; Public relations; Political science; Economic growth; Mathematics education; Sociology; Public administration; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002605059,0.00005021509,0.00004596126,0.00004367066,0.0006079582,0.00009557211,0.000136424,0.000036197,0.001380014],"category_scores_gemma":[0.000009958711,0.00004080394,0.00001122781,0.0001414965,0.00008647695,0.0003599677,0.000001191971,0.00005032284,0.00004657305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290433,"about_ca_system_score_gemma":0.003954956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2071481,"about_ca_topic_score_gemma":0.476858,"domain_scores_codex":[0.9993638,0.0001063431,0.00009187622,0.00009637445,0.000179088,0.0001625278],"domain_scores_gemma":[0.9993694,0.00003180084,0.00003011798,0.00009635978,0.0001213265,0.0003509605],"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":[0.000001496079,0.00005340307,0.00160407,0.000001388302,0.000005791037,2.270737e-7,0.08423728,1.117821e-7,0.00001614377,0.8515927,0.0165713,0.04591613],"study_design_scores_gemma":[0.00009647533,0.00005167749,0.2717409,0.000002966649,0.000005099238,0.000001850506,0.07798316,0.00001589507,0.000002595743,0.05320811,0.5967693,0.0001220615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8329352,0.00004425135,0.000005778852,0.1035092,0.0002687713,0.0003732979,0.00001499638,0.00002034299,0.06282811],"genre_scores_gemma":[0.989078,0.00000434153,0.0001604712,0.00183162,0.0001114174,0.0001070426,0.00000889674,0.000003704258,0.008694486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7983845,"threshold_uncertainty_score":0.9995329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302117026470914,"score_gpt":0.2719819688005907,"score_spread":0.2589607985358816,"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."}}