{"id":"W2890833081","doi":"10.1007/s10734-018-0307-5","title":"“This barrier between:” the ethnic divisions of higher education in Malaysia and the United Arab Emirates","year":2018,"lang":"en","type":"article","venue":"Higher Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Ethnic group; Citizenship; Higher education; Government (linguistics); Prestige; Political science; Curriculum; Economic growth; Public policy; Development economics; Economics; Politics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002887771,0.00018449,0.000156897,0.0005534228,0.00378016,0.002780634,0.0006677528,0.000988378,0.007968536],"category_scores_gemma":[0.004602445,0.0001788732,0.0001688658,0.0008857893,0.004357154,0.002620461,0.002860322,0.002086735,0.0003849157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002532814,"about_ca_system_score_gemma":0.007596438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05936107,"about_ca_topic_score_gemma":0.1196893,"domain_scores_codex":[0.9977216,0.0009681713,0.00007546402,0.0001337303,0.000235313,0.0008658072],"domain_scores_gemma":[0.9971166,0.0005842097,0.0005801473,0.0001558758,0.0005038043,0.001059382],"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":[0.0003064187,0.0001962102,0.2342477,0.0003857427,0.0001013298,0.001132938,0.2780065,0.0003480524,0.002832149,0.3523618,0.0405249,0.08955626],"study_design_scores_gemma":[0.0000329058,0.00008160645,0.3205225,0.0009997655,0.00003619618,0.0008678974,0.4765018,0.0002711256,0.0008853765,0.01602076,0.1837095,0.0000705306],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8678334,0.001611331,0.0007999965,0.06682766,0.0002855833,0.00003646461,0.0001608445,0.00001050238,0.06243423],"genre_scores_gemma":[0.9921718,0.0002038308,0.0002661753,0.003676278,0.00002654689,0.00001291008,0.00001952066,0.000004262332,0.003618644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05936107,"threshold_uncertainty_score":0.1180311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068168414848782,"score_gpt":0.3587808003104409,"score_spread":0.328099116161953,"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."}}