{"id":"W4362699778","doi":"10.1111/glob.12442","title":"Building, negotiating and sustaining transnational social networks: Narratives of international students’ migration decisions in Canada","year":2023,"lang":"en","type":"article","venue":"Global Networks","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"","keywords":"Negotiation; Settlement (finance); Narrative; Public relations; Sociology; Social network (sociolinguistics); Political science; Business; Social media; Social science; 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":[0.0006094437,0.00009717792,0.0001448636,0.00006992751,0.000320209,0.00008872832,0.0003084033,0.00008043045,0.00002363642],"category_scores_gemma":[0.0001025955,0.0001056645,0.00003815935,0.0004875448,0.00007614798,0.0001761928,0.00008526826,0.0001185854,2.522075e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005820301,"about_ca_system_score_gemma":0.0002983899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.284744,"about_ca_topic_score_gemma":0.9213373,"domain_scores_codex":[0.9983224,0.0001202402,0.0003100337,0.0001862809,0.0007722554,0.0002888216],"domain_scores_gemma":[0.9993904,0.0002235579,0.0001279701,0.00003268776,0.0001719002,0.00005344185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006111545,0.00003987252,0.4425749,0.000002308158,0.00008868782,0.00001491234,0.02931963,0.1730292,0.000001833725,0.3464612,0.002172322,0.00623409],"study_design_scores_gemma":[0.000915728,0.00002242527,0.6905776,0.00004434879,0.0000107106,8.070317e-7,0.217407,0.077858,4.123904e-7,0.004508963,0.008403464,0.0002504942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873652,0.000262584,0.002235677,0.007821767,0.001033411,0.0001556459,0.0000191153,0.00002681095,0.00107975],"genre_scores_gemma":[0.9987918,0.0004921365,0.0001222649,0.00005062122,0.0004494736,0.000008742003,0.00004396759,0.000005042394,0.00003598593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6365933,"threshold_uncertainty_score":0.720019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02082536949867422,"score_gpt":0.3378694784545228,"score_spread":0.3170441089558486,"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."}}