{"id":"W4391282122","doi":"10.1007/s12134-024-01116-1","title":"Unfamiliarities, Uncertainties, and Ambivalent Long-Term Intentions: Conceptualizing International Student-Migrant Settlement and Integration","year":2024,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Ottawa; Regional Municipality of Waterloo; University of Regina; University of the Fraser Valley; University of British Columbia","funders":"","keywords":"Ambivalence; Settlement (finance); Term (time); Sociology; Gender studies; Political science; Social psychology; Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01175239,0.000860546,0.0006230417,0.003537816,0.01168772,0.01587736,0.002609059,0.004097627,0.003714419],"category_scores_gemma":[0.02059375,0.0007053729,0.0009270828,0.002357626,0.03790042,0.01676278,0.01861613,0.007560987,0.0003214562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004514351,"about_ca_system_score_gemma":0.007668396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097779,"about_ca_topic_score_gemma":0.01036349,"domain_scores_codex":[0.9921173,0.004967491,0.0003661884,0.0004366265,0.0009065567,0.001205808],"domain_scores_gemma":[0.9832007,0.00814219,0.003063507,0.0007411742,0.001522193,0.003330313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006912211,0.0002473881,0.04159819,0.00006370111,0.00003290586,0.0009045563,0.8447337,0.0006355747,0.0001507816,0.1039492,0.0002657151,0.00734896],"study_design_scores_gemma":[0.00001281963,0.00006843767,0.01084821,0.0001661984,0.00002871925,0.0003229707,0.9356107,0.001074486,0.00007949038,0.04813131,0.003612212,0.00004440313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219779,0.0008583184,0.007118783,0.007351962,0.0001201129,0.00008663691,0.00002441426,0.00002110572,0.06244077],"genre_scores_gemma":[0.9989727,0.0001072633,0.0003285597,0.00008743691,0.000008698974,0.00003099191,0.00001086166,0.000004572209,0.0004490125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01587736,"threshold_uncertainty_score":0.06215334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374811234486837,"score_gpt":0.3610432299021268,"score_spread":0.3272951175572585,"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."}}