{"id":"W4319036426","doi":"10.2399/yod.22.202202","title":"Professors and Internationalization in Canada: Academic Disciplines and Global Activities","year":2022,"lang":"en","type":"article","venue":"Yuksekogretim Dergisi","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal; University of Toronto","funders":"","keywords":"Internationalization; Discipline; Curriculum; Decentralization; Higher education; Corporate governance; Sociology; Political science; The arts; Pedagogy; Public relations; Engineering ethics; Social science; Management; Engineering; Business","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":[0.002336772,0.000177404,0.0003169064,0.002649024,0.01106252,0.006205022,0.0007177917,0.000654858,0.006715571],"category_scores_gemma":[0.008763545,0.0001401337,0.0002198454,0.007173284,0.006016197,0.001791075,0.003993477,0.001487414,0.0001564678],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04976867,"about_ca_system_score_gemma":0.08217202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9558191,"about_ca_topic_score_gemma":0.9749666,"domain_scores_codex":[0.9958363,0.0004810002,0.00009307929,0.0002490586,0.001728062,0.001612508],"domain_scores_gemma":[0.9920022,0.001314186,0.001317458,0.0001332025,0.001656838,0.003575994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001553065,0.0001386294,0.5132163,0.00033302,0.00005701329,0.0009944673,0.3055991,0.0006283048,0.001142074,0.07516032,0.0129314,0.08964406],"study_design_scores_gemma":[0.00001493268,0.00004585863,0.5051128,0.0002235188,0.00003543907,0.0002309852,0.3906352,0.0002633695,0.0003955835,0.00215519,0.1008243,0.00006281182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9218051,0.003100877,0.000260591,0.009934537,0.00007636908,0.00002945069,0.0001691555,0.00001381779,0.06461],"genre_scores_gemma":[0.9945402,0.001447055,0.00004990808,0.0003811783,0.00001442135,0.000004414934,0.0000452518,0.000005064717,0.003512544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9502313,"threshold_uncertainty_score":0.3610986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02523660538384819,"score_gpt":0.3532639374282846,"score_spread":0.3280273320444364,"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."}}