{"id":"W2108720173","doi":"10.5430/jms.v3n4p55","title":"Impact of Hofstede’s (1980, 2001) ‘Software of the Mind’ on the Transfer of Management Practices: The Case of the Transfer of the British Voluntarist Employment Relations Practice to Nigeria","year":2012,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yardstick; Nigerians; Sociology; Management; Business; Public relations; Social science; Political science; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002706526,0.0002304552,0.0004763372,0.00009061286,0.0008738961,0.00002740759,0.0006251461,0.00009215965,0.0002061823],"category_scores_gemma":[0.0002317281,0.00009970769,0.0004360515,0.0005063553,0.0002734506,0.0002993585,0.0002013725,0.0005811641,0.00000138765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009362121,"about_ca_system_score_gemma":0.000116252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002448315,"about_ca_topic_score_gemma":0.00323876,"domain_scores_codex":[0.996131,0.00120494,0.001403101,0.0001550985,0.0007301992,0.0003756522],"domain_scores_gemma":[0.9964027,0.001074437,0.001398705,0.000610188,0.0004398206,0.00007419797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002929091,0.004441837,0.7719759,0.002624742,0.01143568,0.00007367793,0.06060441,0.00175524,0.000518363,0.02795628,0.1000767,0.01560804],"study_design_scores_gemma":[0.001730192,0.0008383478,0.9286034,0.001555186,0.002104106,0.00005167171,0.05219429,0.000008503822,0.0002034116,0.0004253823,0.01211117,0.000174335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779189,0.0007524901,0.0001688733,0.009706432,0.000449498,0.002122085,0.00009828294,0.000003684003,0.008779813],"genre_scores_gemma":[0.9960117,0.0007686843,0.00007305289,0.0002759309,0.00007684364,0.0000354246,0.000001050532,0.00002115619,0.002736103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566275,"threshold_uncertainty_score":0.672139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06652326674249606,"score_gpt":0.3881433591504669,"score_spread":0.3216200924079708,"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."}}