{"id":"W4411162741","doi":"10.1177/10283153251343133","title":"U.S. or Canada? how Chinese International Undergraduate Students Make College Choices","year":2025,"lang":"en","type":"article","venue":"Journal of Studies in International Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Study abroad; International education; Higher education; Pedagogy; Political science; Sociology; Mathematics education; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006495527,0.0001591105,0.000208327,0.0006129722,0.002597407,0.002748441,0.0003201261,0.000399852,0.004109291],"category_scores_gemma":[0.001950859,0.000119289,0.0002463571,0.001643977,0.001472513,0.0009789505,0.0008649836,0.0007570349,0.0002592306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005360354,"about_ca_system_score_gemma":0.008120821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7356817,"about_ca_topic_score_gemma":0.8494631,"domain_scores_codex":[0.999458,0.00008459071,0.00001644586,0.00005442707,0.000128664,0.000257862],"domain_scores_gemma":[0.9988112,0.0001903272,0.0002007809,0.00002866684,0.0001878335,0.0005811566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009108982,0.000153627,0.8380489,0.00005482535,0.00004347018,0.0003477044,0.1244471,0.0001505846,0.0004019164,0.004917434,0.004107908,0.02723551],"study_design_scores_gemma":[0.00001042565,0.00005689794,0.6258339,0.0001166102,0.00002819891,0.00007781663,0.3596812,0.0006966825,0.0002346851,0.0007243247,0.01248308,0.00005623297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920176,0.0001538578,0.00003959087,0.0008182673,0.00001061904,0.000008759245,0.00008417986,0.000001572646,0.006865432],"genre_scores_gemma":[0.9980443,0.0002334762,0.00003061966,0.0002146769,0.000002485535,0.000003691673,0.00006594008,0.000001622102,0.001403186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2643183,"threshold_uncertainty_score":0.5317499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791701358193194,"score_gpt":0.4318386878595266,"score_spread":0.4039216742775947,"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."}}