{"id":"W2134389394","doi":"10.1111/peps.12034","title":"Reactive Adjustment or Proactive Embedding? Multistudy, Multiwave Evidence for Dual Pathways to Expatriate Retention","year":2013,"lang":"en","type":"article","venue":"Personnel Psychology","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Expatriate; Embeddedness; Interpersonal communication; Psychology; Perspective (graphical); Resource (disambiguation); Task (project management); Scholarship; Position (finance); Process (computing); Dual (grammatical number); Social psychology; Public relations; Business; Management; Sociology; Political science; Economics; Computer science; Finance","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":[0.008611634,0.0003246181,0.0004227325,0.0009856082,0.001257533,0.002705004,0.001128048,0.001136089,0.005691153],"category_scores_gemma":[0.026282,0.0005316708,0.0007471008,0.001116677,0.001704667,0.003271901,0.003755237,0.001452133,0.0003805544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004389472,"about_ca_system_score_gemma":0.0008258105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005863043,"about_ca_topic_score_gemma":0.00864755,"domain_scores_codex":[0.9958817,0.002169971,0.0002318802,0.0006256966,0.0003855954,0.000705266],"domain_scores_gemma":[0.9781433,0.01200593,0.004310285,0.003093148,0.00121333,0.001233927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003669873,0.0005006632,0.9634436,0.0001099745,0.0002478714,0.0001395008,0.01612388,0.00009391823,0.0007133358,0.001125319,0.0003947997,0.01674028],"study_design_scores_gemma":[0.00002942988,0.0002468916,0.971322,0.0001151104,0.000142994,0.0001113134,0.0254111,0.0005236906,0.0003088197,0.001081106,0.0006799877,0.00002757632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975227,0.0002723505,0.0005761367,0.000466059,0.00001162721,0.00002579784,0.00007833512,0.000005510384,0.001041501],"genre_scores_gemma":[0.9991313,0.0001018095,0.0002018743,0.0001301718,0.000008493391,0.00004046541,0.00005338032,0.000002706671,0.0003299465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008611634,"threshold_uncertainty_score":0.04554319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2273905341670278,"score_gpt":0.4533810619376008,"score_spread":0.225990527770573,"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."}}