{"id":"W2007287202","doi":"10.1007/s12134-009-0103-2","title":"To Stay or Return: Migration Intentions of Students from People’s Republic of China in Saskatchewan, Canada","year":2009,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"China; Immigration; Demographic economics; Psychology; Immigration policy; Adaptation (eye); Political science; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002793216,0.0003097901,0.000538801,0.001155757,0.0001269961,0.0003351496,0.0006810855,0.0002505624,0.0004356795],"category_scores_gemma":[0.004522483,0.0002845836,0.0001951726,0.0009315851,0.0001185138,0.001424099,0.00003819561,0.0005584454,0.000001270878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292566,"about_ca_system_score_gemma":0.002341941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2196864,"about_ca_topic_score_gemma":0.9856243,"domain_scores_codex":[0.9948654,0.0009102144,0.002087588,0.0003492726,0.00152761,0.0002599597],"domain_scores_gemma":[0.9942893,0.0007513479,0.001725143,0.0002308297,0.002753197,0.0002502332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003031862,0.002704747,0.3796834,0.00005898765,0.0004492744,0.00004048574,0.2449069,0.007020233,0.09328255,0.2170693,0.0259817,0.02577054],"study_design_scores_gemma":[0.002607002,0.001134995,0.852878,0.001393996,0.0000980201,0.00008954567,0.05811202,0.03233206,0.01220827,0.007099842,0.03140816,0.0006381157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9063669,0.00008408498,0.06433105,0.02599215,0.0006559379,0.0004501412,0.0001620396,0.00002492821,0.001932701],"genre_scores_gemma":[0.9853261,0.001418116,0.008723755,0.001482718,0.0003167808,0.00003369076,0.0002867817,0.00002140775,0.002390701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7659378,"threshold_uncertainty_score":0.9999607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178711547617884,"score_gpt":0.3132478134642554,"score_spread":0.3014606979880766,"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."}}