{"id":"W2116877243","doi":"10.2139/ssrn.2117633","title":"Cross-Cultural Management and Organizational Effectiveness: A Content Analysis Perspective","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Perspective (graphical); Content analysis; Business; Sociology; Computer science; Social science","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":[0.01520668,0.0005331537,0.0007534286,0.01148696,0.003335886,0.01162156,0.001494099,0.001144714,0.004901501],"category_scores_gemma":[0.04017414,0.0004101749,0.0005362015,0.009180616,0.008292072,0.009525742,0.003435324,0.001436083,0.0002394114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006348127,"about_ca_system_score_gemma":0.004443532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003332967,"about_ca_topic_score_gemma":0.002336582,"domain_scores_codex":[0.9882934,0.008609999,0.0005541373,0.0003611167,0.001743339,0.0004379095],"domain_scores_gemma":[0.8807517,0.1081136,0.003977028,0.001847503,0.004493101,0.0008170205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002367053,0.0009145234,0.09767992,0.00158326,0.0002677066,0.0005282492,0.2819477,0.001553811,0.001912483,0.4720608,0.002977647,0.1383372],"study_design_scores_gemma":[0.00007834189,0.0002963979,0.134354,0.002850873,0.0002987909,0.0004554962,0.5486479,0.01237115,0.004079638,0.272599,0.02386364,0.0001047839],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.76893,0.003608829,0.05467767,0.01327184,0.0001914526,0.0005972921,0.0005340078,0.0001063332,0.1580826],"genre_scores_gemma":[0.9907533,0.0006014178,0.006575626,0.0003366858,0.00007491981,0.0002770785,0.00009214091,0.00003805045,0.001250891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01520668,"threshold_uncertainty_score":0.08042157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07415197652681904,"score_gpt":0.3134818411214146,"score_spread":0.2393298645945956,"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."}}