{"id":"W2066282825","doi":"10.1057/jibs.2010.41","title":"Beyond Hofstede and GLOBE: Improving the quality of cross-cultural research","year":2010,"lang":"en","type":"article","venue":"Journal of International Business Studies","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":634,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Simon Fraser University","funders":"","keywords":"Globe; Hofstede's cultural dimensions theory; International business; Quality (philosophy); Organizational culture; Sociology; Economic geography; Social science; Economics; Management; Psychology; Epistemology; Philosophy","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3755616,0.00137809,0.003710228,0.02683431,0.005913056,0.0313459,0.004033543,0.00409487,0.004771424],"category_scores_gemma":[0.7800381,0.001847634,0.001468332,0.03313424,0.01522495,0.04511996,0.01683033,0.006276727,0.0007856233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007470466,"about_ca_system_score_gemma":0.02662479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02693538,"about_ca_topic_score_gemma":0.03187126,"domain_scores_codex":[0.7051361,0.2199633,0.0201487,0.009350533,0.04174612,0.003655226],"domain_scores_gemma":[0.07946193,0.6934086,0.02588989,0.09821884,0.09627105,0.00674965],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000537662,0.0002826829,0.1941602,0.002749638,0.001885382,0.0004038034,0.08032127,0.001860619,0.0008948314,0.06146342,0.02839063,0.6270499],"study_design_scores_gemma":[0.0004027489,0.0004584177,0.1928574,0.01889578,0.002053797,0.0008964377,0.1264163,0.01301625,0.005612716,0.5312118,0.1074131,0.0007652224],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4086729,0.07547121,0.2155134,0.2086136,0.007475787,0.001206163,0.003171349,0.001852335,0.07802331],"genre_scores_gemma":[0.9184775,0.008811506,0.06355735,0.005434258,0.0007160132,0.0004577437,0.000705064,0.0005416374,0.001298969],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6244384,"threshold_uncertainty_score":0.7700438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08663963120376629,"score_gpt":0.4165921567560503,"score_spread":0.329952525552284,"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."}}