{"id":"W4285472759","doi":"10.14426/jsaa.v5i1.2479","title":"Experience of International Education of East Asian Students in English-speaking Countries: A Four-Dimensional Approach","year":2021,"lang":"en","type":"article","venue":"Journal of Student Affairs in Africa","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"East Asia; Mathematics education; Political science; Psychology; China; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376806,0.0001199124,0.0003505323,0.0004166394,0.00006366441,0.00006162052,0.0008510977,0.00008746483,0.0001507266],"category_scores_gemma":[0.0004805395,0.0001161275,0.0001353351,0.0004322205,0.0001473449,0.0003933794,0.0001933411,0.0002322189,0.000001244143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364264,"about_ca_system_score_gemma":0.0004920449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388005,"about_ca_topic_score_gemma":0.0004807739,"domain_scores_codex":[0.9962526,0.0001904855,0.0009212347,0.0001788269,0.002239669,0.000217217],"domain_scores_gemma":[0.997478,0.0001224953,0.000711732,0.00009808397,0.001521534,0.00006812668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001136111,0.001898731,0.2561706,0.00002036841,0.0000917869,0.00003380431,0.7360014,0.0002094849,0.000120695,0.004755723,0.0001049299,0.000478913],"study_design_scores_gemma":[0.001250003,0.00007616719,0.09269363,0.0004447027,0.00001654763,0.000007143491,0.8992313,0.0000149382,0.0001233215,0.0002774673,0.005728282,0.0001365097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205978,0.001199719,0.00003100108,0.0005836312,0.001961733,0.0001483399,0.000004212327,0.000004748516,0.07546879],"genre_scores_gemma":[0.9978648,0.000579239,0.0008685123,0.00001504323,0.0003858833,0.000006919937,0.000002329191,0.000007946081,0.0002693589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.163477,"threshold_uncertainty_score":0.4735542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04565559028811561,"score_gpt":0.3504697735910773,"score_spread":0.3048141833029617,"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."}}