{"id":"W4416003352","doi":"10.5465/amproc.2025.19280abstract","title":"Unpacking Expatriate Career Satisfaction","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Expatriate; Autonomy; Unpacking; Job satisfaction; Career development; Moderation; Intercultural competence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006302288,0.00008399537,0.0001162564,0.0002232347,0.0002490768,0.00005232293,0.0002803855,0.00009174642,0.0000730031],"category_scores_gemma":[0.00003678056,0.00008769942,0.00006300792,0.0003088077,0.00007228279,0.0003262006,0.0001150601,0.0001097051,0.00001653655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165128,"about_ca_system_score_gemma":0.000008288923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004176751,"about_ca_topic_score_gemma":0.00003052283,"domain_scores_codex":[0.9989287,0.00001068165,0.0002118956,0.0001894328,0.0004539754,0.0002053088],"domain_scores_gemma":[0.9997299,0.00002852315,0.0001199893,0.00002055507,0.00007273381,0.00002831688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003174609,0.00002022697,0.01846066,0.0001227143,0.0001572074,3.26542e-7,0.01821523,0.000002301108,0.0001295543,0.9133984,0.008292623,0.04116897],"study_design_scores_gemma":[0.001482905,0.00003633852,0.1878272,0.0004777636,0.0002180031,1.639122e-7,0.2234976,0.00002485836,0.003109123,0.0806531,0.502252,0.0004209924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6427621,0.0002595139,0.00004793586,0.009003036,0.0002543117,0.0003153883,8.490169e-7,0.00008313948,0.3472738],"genre_scores_gemma":[0.9894359,0.001798675,0.0001869208,0.0002915139,0.0001571818,0.00001423998,6.0281e-7,0.000005216896,0.008109824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8327453,"threshold_uncertainty_score":0.3576278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03784597966773048,"score_gpt":0.3434187077076184,"score_spread":0.3055727280398879,"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."}}