{"id":"W2029676254","doi":"10.1177/1475240913480105","title":"When culture and learning styles matter: A Canadian university with Middle-Eastern students","year":2013,"lang":"en","type":"article","venue":"Journal of Research in International Education","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Learning styles; Middle East; Study abroad; Style (visual arts); Pedagogy; Phenomenon; Cognitive style; Psychology; Sociology; Mathematics education; Political science; Geography; Cognition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005287417,0.0009492767,0.00115358,0.002454753,0.04021559,0.01038775,0.002637533,0.001885379,0.002748338],"category_scores_gemma":[0.00675619,0.0007406111,0.0009232918,0.006390165,0.006761097,0.00281971,0.00547088,0.004206714,0.0005279394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07225085,"about_ca_system_score_gemma":0.1002678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.97892,"about_ca_topic_score_gemma":0.9932721,"domain_scores_codex":[0.9945585,0.0008197785,0.0001196497,0.0003962911,0.001437603,0.002668341],"domain_scores_gemma":[0.9878381,0.0009698597,0.0007069627,0.0002732481,0.004111366,0.006100453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005263442,0.001816137,0.3691796,0.00009608504,0.00005814434,0.001193512,0.5928205,0.0001023478,0.0011101,0.001287565,0.004903609,0.02690617],"study_design_scores_gemma":[0.00004028514,0.0003237482,0.1944682,0.0001125851,0.00003957243,0.0001432169,0.7968249,0.0001710114,0.0003767401,0.0002057229,0.007196423,0.00009765702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961474,0.0002066791,0.00003509424,0.000898305,0.0000222715,0.00005282331,0.00006856789,0.000003580458,0.00256518],"genre_scores_gemma":[0.9958306,0.0004227521,0.0001580347,0.0008073684,0.00001200217,0.00003521001,0.0001013956,0.000009524994,0.00262319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.97892,"threshold_uncertainty_score":0.524219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559608956968593,"score_gpt":0.4941934158467701,"score_spread":0.3382325201499109,"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."}}