{"id":"W4285014241","doi":"10.1177/00220221221109559","title":"Facilitating Cross-Cultural Adaptation: A Meta-Analytic Review of Dispositional Predictors of Expatriate Adjustment","year":2022,"lang":"en","type":"review","venue":"Journal of Cross-Cultural Psychology","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Carleton University; University of Regina","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Expatriate; Cultural intelligence; Empathy; Psychology; Emotional intelligence; Sociocultural evolution; Social psychology; Adaptation (eye); Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00351605,0.0005084838,0.003555811,0.0002759995,0.0004223378,0.0001353719,0.001231845,0.0003266372,0.004521862],"category_scores_gemma":[0.002084982,0.0003261156,0.004223207,0.0005869287,0.001210419,0.001063024,0.0001395111,0.0008211166,0.00001579315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684757,"about_ca_system_score_gemma":0.0004383021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001479603,"about_ca_topic_score_gemma":0.00003879038,"domain_scores_codex":[0.9921147,0.00124042,0.003676757,0.0004365363,0.002105746,0.000425847],"domain_scores_gemma":[0.9894303,0.001054368,0.006126302,0.0002281192,0.002986266,0.0001746527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001201571,0.002343797,0.0002868291,0.1036736,0.07518972,0.0002603609,0.165951,0.0002745726,0.00003136537,0.01314354,0.0209705,0.6166732],"study_design_scores_gemma":[0.0008144352,0.0005444856,0.0001350937,0.006125817,0.008012358,0.0001237889,0.007033013,0.000001019362,0.00000113861,0.0003676211,0.9764628,0.0003784295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003115657,0.9896366,0.000007463508,0.0004820905,0.002690176,0.0006401439,0.0003788379,0.00001262277,0.003036394],"genre_scores_gemma":[0.003284564,0.9940676,0.0001680871,0.000148964,0.001219937,0.00004790744,0.000179929,0.00002431422,0.0008586898],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9554923,"threshold_uncertainty_score":0.9999191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2749056173704862,"score_gpt":0.5373035436945937,"score_spread":0.2623979263241074,"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."}}