{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00409079,0.0006539174,0.0005708592,0.001554067,0.0357703,0.01144565,0.002307729,0.001727841,0.002585978],"category_scores_gemma":[0.005525132,0.000373365,0.0003294355,0.002640288,0.02087129,0.003213019,0.01004066,0.004634013,0.0001773531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06324863,"about_ca_system_score_gemma":0.08475132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9500132,"about_ca_topic_score_gemma":0.9762759,"domain_scores_codex":[0.9964423,0.001264071,0.00007836214,0.0002555784,0.0005552235,0.001404542],"domain_scores_gemma":[0.9949992,0.001487448,0.0003842912,0.0001409593,0.0008058166,0.002182317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001569111,0.00001342764,0.004298951,0.00001705972,0.000003160655,0.0003089697,0.988683,0.00008766606,0.0001435183,0.003284175,0.0008310318,0.002313187],"study_design_scores_gemma":[0.000001192983,0.000004365987,0.001320627,0.00002901253,0.000002527536,0.00003052428,0.9899023,0.00008088558,0.00004801841,0.0002159287,0.00835457,0.00001017121],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784693,0.0004226045,0.0004595499,0.004885355,0.00004960456,0.00004681066,0.00008780783,0.000009579304,0.01556936],"genre_scores_gemma":[0.99546,0.0003997587,0.0001938816,0.0003372061,0.000006246933,0.0000179009,0.00003758358,0.00001167382,0.003535595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06324863,"threshold_uncertainty_score":0.4589031,"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."}}