{"id":"W2133697469","doi":"10.1177/0018726714561699","title":"Cultural identity change in expatriates: A social network perspective","year":2015,"lang":"en","type":"article","venue":"Human Relations","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Expatriate; Cultural identity; Sociology; Social identity theory; Identity (music); Perspective (graphical); Multiculturalism; Social psychology; Identity formation; Social identity approach; Social change; Social network (sociolinguistics); Gender studies; Psychology; Social group; Social science; Political science; Self-concept; Aesthetics","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":[0.00239704,0.0003126936,0.0002608673,0.001393315,0.007232993,0.005549546,0.001157481,0.001322827,0.004197516],"category_scores_gemma":[0.005545982,0.0001552781,0.0002984187,0.001251129,0.006727178,0.007119062,0.006829642,0.001635594,0.0002336748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425805,"about_ca_system_score_gemma":0.002071198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007269502,"about_ca_topic_score_gemma":0.008186296,"domain_scores_codex":[0.9981319,0.001207561,0.00004765388,0.0001728396,0.0001588519,0.0002812787],"domain_scores_gemma":[0.9968869,0.001202345,0.0007050171,0.0002009274,0.000268664,0.0007360188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005451628,0.0002739555,0.08648213,0.0001720898,0.00004278207,0.00238166,0.7137154,0.001079543,0.0009179632,0.1531778,0.002167453,0.03953484],"study_design_scores_gemma":[0.000009538978,0.0001138177,0.04086967,0.0002251054,0.00002995958,0.001033957,0.875006,0.002145316,0.0003952415,0.04203475,0.03810317,0.00003348741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9191985,0.0008833039,0.007575089,0.01368143,0.0001321024,0.00005628144,0.00005791155,0.00001745163,0.05839786],"genre_scores_gemma":[0.9965518,0.0003966725,0.0005593241,0.0002188253,0.00001657454,0.00002809105,0.00001318205,0.000004086391,0.002211421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007269502,"threshold_uncertainty_score":0.01760054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2026193364473905,"score_gpt":0.4512474593585692,"score_spread":0.2486281229111787,"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."}}