{"id":"W7133100836","doi":"","title":"International Education in Canada: The Construction of a &quot;New&quot; Professionalism","year":2009,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Professionalization; Commodification; Internationalization; Commercialization; International education; Higher education; Subject (documents); Globalization","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00395515,0.0003360079,0.0003942572,0.002419161,0.03819407,0.01606082,0.001733313,0.001854855,0.007874941],"category_scores_gemma":[0.008661701,0.0003564016,0.0002832921,0.004912223,0.02510906,0.003509442,0.007014452,0.005338626,0.00031879],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1763904,"about_ca_system_score_gemma":0.29283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891166,"about_ca_topic_score_gemma":0.9951181,"domain_scores_codex":[0.9932094,0.001370031,0.0001272359,0.0006472719,0.002143443,0.002502567],"domain_scores_gemma":[0.9918235,0.001311424,0.0003837748,0.0003165742,0.002756467,0.003408203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003687898,0.00004704925,0.01144148,0.0001049393,0.000009979545,0.0008909725,0.3668133,0.0002727233,0.0003598049,0.5432457,0.02519545,0.05158175],"study_design_scores_gemma":[0.00001011221,0.00002558252,0.01944926,0.000364566,0.00002054559,0.0002934278,0.4461776,0.0009965183,0.0004112681,0.02999575,0.5021719,0.00008344334],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3122422,0.003033573,0.003531527,0.0713729,0.0006981497,0.0001361229,0.0002501694,0.00006747885,0.608668],"genre_scores_gemma":[0.9524927,0.001274547,0.001208479,0.002071746,0.00003536016,0.0000248492,0.00004959605,0.00005071382,0.04279204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1763904,"threshold_uncertainty_score":0.9552704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744658093117248,"score_gpt":0.4183912432121148,"score_spread":0.3909446622809424,"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."}}