{"id":"W2985252574","doi":"10.32674/jcihe.v11ifall.1074","title":"Living and Learning Between Canada and Korea: The Academic Experiences and Cultural Challenges of Undergraduate International Exchange Students","year":2019,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Study abroad; Construct (python library); Cultural exchange; Reciprocal; Term (time); Psychology; Point (geometry); Narrative; Pedagogy; Medical education; Political science; Mathematics education; Sociology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006649622,0.0001039392,0.000189606,0.00009957161,0.0001681213,0.00009156682,0.0003784893,0.00004757061,0.00008696687],"category_scores_gemma":[0.00005946556,0.00007553433,0.00003090641,0.00005281123,0.0001719051,0.0004997311,0.0001106253,0.0002763109,0.000001012298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620562,"about_ca_system_score_gemma":0.0001803061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01789906,"about_ca_topic_score_gemma":0.0133478,"domain_scores_codex":[0.9983724,0.0002119114,0.0003348374,0.0001316446,0.0008452932,0.0001039297],"domain_scores_gemma":[0.9983056,0.0005468892,0.0005207558,0.00003381989,0.0005266034,0.00006640105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005540152,0.00007521236,0.5497827,0.00002067574,0.0003856657,7.287963e-7,0.3976221,0.00001398105,0.0001037781,0.04715875,0.0007098731,0.004071156],"study_design_scores_gemma":[0.0002708597,0.00007710398,0.7079878,0.0001831683,0.00002392858,0.000006182175,0.2528555,0.00001127118,0.0000303032,0.001415409,0.03703315,0.0001052657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759824,0.004930015,0.000002324001,0.01206295,0.001879659,0.0001082917,0.000002130227,0.000003262807,0.005028952],"genre_scores_gemma":[0.9899108,0.006807026,0.00003153182,0.00006332937,0.0008658902,0.000005655077,0.000002706115,0.000004238168,0.002308774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1582052,"threshold_uncertainty_score":0.9886408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06103653415332381,"score_gpt":0.4012699971040434,"score_spread":0.3402334629507196,"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."}}