{"id":"W2038912533","doi":"10.1177/147059580223002","title":"Predicting Expatriate Work Attitudes","year":2002,"lang":"en","type":"article","venue":"International Journal of Cross Cultural Management","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Expatriate; Psychology; Social psychology; Trait; Ambiguity; Personality; Set (abstract data type); Sample (material); Closure (psychology); Cognition; Work (physics); Job satisfaction; Big Five personality traits; Applied 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":[0.001118127,0.0002876261,0.0001666571,0.0006860645,0.0005493808,0.0007153882,0.0002198811,0.0003762964,0.002331433],"category_scores_gemma":[0.005216858,0.0001433753,0.0002572204,0.0004126928,0.0003143522,0.0003637402,0.0007670252,0.0005408736,0.0003765584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001772714,"about_ca_system_score_gemma":0.0002946822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004497887,"about_ca_topic_score_gemma":0.006900854,"domain_scores_codex":[0.9996299,0.0001389427,0.00003387098,0.00003919006,0.00007534095,0.00008278547],"domain_scores_gemma":[0.9970926,0.0006898274,0.0008875291,0.0001723574,0.0004786851,0.0006790452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001681595,0.00009721317,0.9959848,0.000005164792,0.000008256384,0.00003325381,0.000719335,0.00006015249,0.0001740934,0.00001574106,0.00003792456,0.00284738],"study_design_scores_gemma":[0.000002064033,0.00008614145,0.9969579,0.00000593339,0.000004048922,0.00003579101,0.002058187,0.0006093492,0.00008337555,0.00002925666,0.000125086,0.000002895589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997122,0.000009612269,0.00005189267,0.00001754856,0.000001093267,0.000003886683,0.00001341955,9.192228e-7,0.0001895012],"genre_scores_gemma":[0.9995666,0.00001971304,0.00007052473,0.00001250954,0.000002638987,0.000008338793,0.00003904315,5.440215e-7,0.0002799848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004497887,"threshold_uncertainty_score":0.008943439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0611887303751311,"score_gpt":0.3918072543456371,"score_spread":0.330618523970506,"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."}}