{"id":"W1985809266","doi":"10.1177/1038411108099289","title":"Managerial implications of the GLOBE project: A study of 62 societies","year":2009,"lang":"en","type":"article","venue":"Asia Pacific Journal of Human Resources","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Globe; Global Leadership; Public relations; Hofstede's cultural dimensions theory; Management; Organizational culture; Marketing; Political science; Sociology; Business; Social science; Economics; Psychology","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":[0.0007748513,0.00007869827,0.0002143365,0.0001025923,0.0004286902,0.00004662665,0.0006650098,0.00004801652,0.00004051708],"category_scores_gemma":[0.00005935629,0.0000530556,0.0001850776,0.0002016095,0.0002077541,0.00009828674,0.00003974383,0.0001323495,6.96431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000456955,"about_ca_system_score_gemma":0.00005406765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002244423,"about_ca_topic_score_gemma":0.0003188215,"domain_scores_codex":[0.998408,0.0002059248,0.0004795699,0.00008397713,0.0006862547,0.0001362296],"domain_scores_gemma":[0.9987376,0.0000690937,0.0007292373,0.0001324278,0.0003034061,0.00002826403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001132807,0.001322241,0.01616186,0.00001592679,0.0002703482,0.000003151314,0.9397098,0.00001607369,0.001470436,0.03033625,0.008327827,0.002252802],"study_design_scores_gemma":[0.0005455185,0.0007566615,0.116499,0.00005484786,0.00006873435,0.00000271386,0.8620371,2.738982e-7,0.0001566889,0.01235947,0.007436665,0.00008235143],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9504485,0.0002997275,0.000001704348,0.002917818,0.0001442553,0.0002353724,0.000002949854,0.000006006975,0.04594364],"genre_scores_gemma":[0.9986122,0.0001170084,0.0000154521,0.00001164043,0.0004470978,0.000001324261,2.812624e-7,0.000004032076,0.0007909658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1003372,"threshold_uncertainty_score":0.3297181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03633871712830491,"score_gpt":0.3445974400072356,"score_spread":0.3082587228789307,"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."}}