{"id":"W1929513645","doi":"10.18538/lthe.v11.n2.159","title":"Cross-cultural comparison: piloting an analytical framework","year":2014,"lang":"en","type":"article","venue":"Learning and Teaching in Higher Education Gulf Perspectives","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Robustness (evolution); Pedagogy; Medical education; Engineering ethics; Sociology; Psychology; Engineering; Medicine; Chemistry","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":[0.1010844,0.001459723,0.001516004,0.009078661,0.009737456,0.005110899,0.003471609,0.001628861,0.004627781],"category_scores_gemma":[0.1108964,0.00113817,0.002794426,0.005718368,0.005407862,0.00488919,0.009763787,0.002986468,0.0006851113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007360991,"about_ca_system_score_gemma":0.01164943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009474613,"about_ca_topic_score_gemma":0.01342255,"domain_scores_codex":[0.9189082,0.0642522,0.004109078,0.003475682,0.006572625,0.002682224],"domain_scores_gemma":[0.867651,0.07291796,0.003183285,0.01172463,0.04255068,0.00197237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001395309,0.01453366,0.1034656,0.002463855,0.0005196345,0.001710619,0.5827846,0.002768716,0.01375534,0.03322586,0.002702225,0.2406746],"study_design_scores_gemma":[0.001037661,0.01328344,0.0965243,0.00170459,0.0006894412,0.0005367614,0.814982,0.01197447,0.01546171,0.01686131,0.02668321,0.0002611018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8546351,0.000266989,0.06808181,0.0006899703,0.0003521092,0.05725531,0.0004156165,0.0001047183,0.01819842],"genre_scores_gemma":[0.7637227,0.0002384336,0.1624909,0.0003718112,0.00005755695,0.07018276,0.0004734434,0.00008118395,0.002381129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1010844,"threshold_uncertainty_score":0.5345919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05765797090881435,"score_gpt":0.4529988062718215,"score_spread":0.3953408353630072,"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."}}