{"id":"W2588803765","doi":"10.1016/j.geoforum.2017.01.015","title":"International students’ post-graduation migration plans and the search for home","year":2017,"lang":"en","type":"article","venue":"Geoforum","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Graduation (instrument); Plan (archaeology); Sociology; Public relations; Economic growth; Political science; Geography; Economics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001773331,0.00005173892,0.00006412479,0.00003331731,0.002585775,0.000532036,0.0005442035,0.00004121945,0.00003675397],"category_scores_gemma":[0.0001761076,0.00003720383,0.00004704792,0.0000116711,0.0002170603,0.0002699902,0.0001900773,0.00005064683,0.00001725203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003980849,"about_ca_system_score_gemma":0.00002238744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003611638,"about_ca_topic_score_gemma":0.01043149,"domain_scores_codex":[0.9989983,0.00004313141,0.00009714889,0.0001161348,0.0004704509,0.000274868],"domain_scores_gemma":[0.9994584,0.0001389856,0.00007742825,0.00009920107,0.000197515,0.00002843961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006953684,0.0000945952,0.1459569,0.00001011319,0.0001857549,0.000001441054,0.1491828,0.000008817124,0.00009103765,0.6760531,0.003140181,0.02457991],"study_design_scores_gemma":[0.006728438,0.0001412499,0.6166755,0.0000391202,0.00004773469,0.000001675517,0.1417501,0.0007354438,0.0001715659,0.02403904,0.209348,0.0003220935],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8773811,0.0000584828,0.0003582741,0.1109778,0.001110223,0.0004129875,0.00004214068,0.00001789178,0.009641103],"genre_scores_gemma":[0.9947048,0.0006777769,0.00003451626,0.0001646347,0.0006063761,0.00003005517,0.0000354831,0.000004237414,0.003742123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.652014,"threshold_uncertainty_score":0.9987127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04391088402019517,"score_gpt":0.3769031306981455,"score_spread":0.3329922466779503,"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."}}