{"id":"W2997048304","doi":"10.20533/ijcdse.2042.6364.2018.0461","title":"Chinese Students’ Initially Disclosed Reasons for Studying in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal for Cross-Disciplinary Subjects in Education","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"China; Quality (philosophy); Study abroad; Cultural exchange; Psychology; Political science; Medical education; Cultural diversity; Pedagogy; Public relations; Sociology; Medicine; Law","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":[0.002064793,0.0003348355,0.0004203436,0.001228523,0.008321624,0.003066312,0.0006713889,0.001018985,0.004979627],"category_scores_gemma":[0.007220332,0.0002237364,0.0004103215,0.001913722,0.002393152,0.0008852548,0.002322085,0.002065379,0.0004369904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158199,"about_ca_system_score_gemma":0.02027601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6488972,"about_ca_topic_score_gemma":0.7343494,"domain_scores_codex":[0.997905,0.000359659,0.0001093512,0.0001231982,0.0007048836,0.0007979695],"domain_scores_gemma":[0.9925154,0.001012489,0.001135241,0.0001815492,0.001913915,0.003241455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003429394,0.0003493355,0.6269919,0.0002589262,0.00006417515,0.003901053,0.302879,0.0002211284,0.001871413,0.002723845,0.02251414,0.03788207],"study_design_scores_gemma":[0.00001752882,0.0001504284,0.3576022,0.0002184194,0.00003740412,0.0008627629,0.6123356,0.0006337025,0.0005678869,0.0003323213,0.02706916,0.0001726737],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866214,0.000367009,0.00008427646,0.004940915,0.00009053659,0.00005766161,0.0002689899,0.00001028967,0.007558875],"genre_scores_gemma":[0.9933682,0.0005314345,0.00008864848,0.001496777,0.00002152796,0.00003455544,0.0001058006,0.000006366276,0.004346737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3511028,"threshold_uncertainty_score":0.7063411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150175740527915,"score_gpt":0.4612554468765953,"score_spread":0.4197536894713161,"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."}}