{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001386869,0.0001719639,0.0001853889,0.000399123,0.0006845761,0.0007430094,0.001051395,0.00008272724,0.0001188858],"category_scores_gemma":[0.0005845656,0.0001658561,0.0001155348,0.0002135432,0.0001263059,0.0009966686,0.00009871925,0.0002097515,0.000004053943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003510833,"about_ca_system_score_gemma":0.004269795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2943541,"about_ca_topic_score_gemma":0.9381,"domain_scores_codex":[0.9976149,0.0001052963,0.0005791155,0.0003071695,0.0009831092,0.0004103991],"domain_scores_gemma":[0.9977744,0.0006640181,0.0002153495,0.00007992865,0.001148448,0.0001178096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005833231,0.0006815019,0.9013103,0.00002608128,0.0001146848,0.00002461824,0.08117379,0.0001351761,0.00006902248,0.002200145,0.001583608,0.0120978],"study_design_scores_gemma":[0.001739784,0.0001499908,0.9131564,0.000367234,0.000008654166,0.00001813984,0.05724122,0.0002667456,0.00002321907,0.02231622,0.004412555,0.0002998197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796908,0.0003810488,0.0001922569,0.00347484,0.01311749,0.0008850938,0.00005976792,0.00001665631,0.002182079],"genre_scores_gemma":[0.9932103,0.0002496589,0.0003615729,0.0001542079,0.004939749,0.0001989677,0.00008819569,0.00002363555,0.0007737243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.643746,"threshold_uncertainty_score":0.9180707,"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."}}