{"id":"W1629218166","doi":"10.19030/jdm.v2i1.5002","title":"Paradoxical Experiences Of Expatriate Managers In Indonesia","year":2007,"lang":"en","type":"article","venue":"Journal of Diversity Management (JDM)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expatriate; Business; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00203628,0.00007997258,0.0002006524,0.0004134499,0.0002147837,0.00002677627,0.000591118,0.00005716436,0.0001239874],"category_scores_gemma":[0.00002962639,0.00007537236,0.0001420189,0.0002892633,0.0001311307,0.0003349827,0.0002780976,0.0001175921,0.000007062854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537902,"about_ca_system_score_gemma":0.00001476769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003595051,"about_ca_topic_score_gemma":0.0003137111,"domain_scores_codex":[0.9982449,0.00007791506,0.0003824658,0.0001047653,0.0009549182,0.0002350717],"domain_scores_gemma":[0.9993152,0.00008877173,0.0003493463,0.00006104723,0.0001051392,0.00008052044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006844687,0.0005186195,0.1532437,0.0000521896,0.0002964452,0.0007731183,0.8109295,0.00006866698,0.0000182853,0.0237453,0.001212058,0.008457595],"study_design_scores_gemma":[0.001201506,0.000105044,0.09063388,0.000058022,0.00004375263,8.800494e-7,0.9043406,0.000002881169,0.00009648145,0.001100601,0.002296821,0.0001195646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780677,0.0001632715,0.0002861494,0.000490925,0.0006346307,0.0001140632,4.34459e-7,0.000006139525,0.02023667],"genre_scores_gemma":[0.9982876,0.0009497414,0.0002157116,0.00004879512,0.0001671077,3.27005e-7,3.358165e-7,0.00000266904,0.0003277638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09341101,"threshold_uncertainty_score":0.3073595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918061262222061,"score_gpt":0.3251234432235531,"score_spread":0.2859428306013325,"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."}}