{"id":"W3164343738","doi":"10.32674/jis.v11i3.3745","title":"Diversity and Inclusion in Global Higher Education","year":2021,"lang":"en","type":"article","venue":"Journal of International Students","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Japan International Cooperation Agency; Canada Excellence Research Chairs, Government of Canada; Yale-NUS College; Yale University","keywords":"Inclusion (mineral); Transformative learning; Diversity (politics); Higher education; Internationalization; Cultural diversity; Sociology; Multicultural education; Pedagogy; Cultural pluralism; Political science; Social science; Multiculturalism; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.004780097,0.0004886085,0.0004750222,0.001425794,0.005642417,0.01301862,0.0006921969,0.00207424,0.003629906],"category_scores_gemma":[0.006182902,0.0001818629,0.0003364426,0.001920326,0.01327638,0.008725923,0.01488883,0.005656598,0.0003183417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551903,"about_ca_system_score_gemma":0.005098764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00165787,"about_ca_topic_score_gemma":0.004471731,"domain_scores_codex":[0.9960254,0.002523899,0.0001228991,0.0002365301,0.00065567,0.0004355694],"domain_scores_gemma":[0.9968485,0.001755673,0.0001861193,0.0002563212,0.0002939657,0.0006594338],"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":[0.00004098173,0.00005675145,0.002126429,0.0004753753,0.00002724245,0.0002145856,0.07017574,0.0004576731,0.0003152556,0.6108685,0.1458961,0.1693454],"study_design_scores_gemma":[0.000008236391,0.00003180066,0.002262703,0.0009886664,0.00001289696,0.0001354766,0.02126405,0.0001455551,0.0002298319,0.2459102,0.7289831,0.00002756798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0570785,0.1588098,0.004236097,0.4238462,0.04138038,0.0000603467,0.00007013036,0.0001071324,0.3144115],"genre_scores_gemma":[0.7786585,0.08587697,0.003408824,0.03448652,0.02782255,0.0001045057,0.0000868088,0.0001662734,0.06938893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01301862,"threshold_uncertainty_score":0.02577096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617582452308505,"score_gpt":0.3769373806097512,"score_spread":0.3607615560866662,"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."}}