{"id":"W1582831512","doi":"10.1108/eum0000000005402","title":"Socio‐political structures as determinants of global success","year":2001,"lang":"en","type":"article","venue":"International Journal of Social Economics","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Multinational corporation; Politics; Corporation; Business; Power (physics); Organizational structure; Public relations; Core (optical fiber); Economic system; Marketing; Economics; Political science; Management; Engineering","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":[0.0001372779,0.00009250836,0.000200719,0.00008560986,0.0000820193,0.0001281896,0.000416355,0.00004614919,0.000490979],"category_scores_gemma":[0.00009941858,0.00008955432,0.0001207762,0.00008148544,0.00008699441,0.0006400031,0.0001631346,0.00005859783,0.00003095962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416873,"about_ca_system_score_gemma":0.00004218437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001491785,"about_ca_topic_score_gemma":0.0001076368,"domain_scores_codex":[0.9991277,0.000004284606,0.0004486416,0.00007923192,0.0002025097,0.0001376334],"domain_scores_gemma":[0.9988651,0.00002242605,0.0005831048,0.00003174728,0.0004857098,0.00001187374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006782724,0.00003674899,0.4113194,0.000009753796,0.000134417,0.00002156765,0.00002450023,0.00003151884,0.000002425034,0.5850119,0.001103801,0.002236133],"study_design_scores_gemma":[0.001101228,0.00001752978,0.5740013,0.00001980811,0.00008879995,0.0000432099,0.0008524986,0.0002268096,0.0000396713,0.3839149,0.03949479,0.0001994903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690855,0.00003344756,0.000113577,0.002680766,0.001154937,0.00003615097,0.000007646098,0.000007436684,0.02688055],"genre_scores_gemma":[0.9954904,0.00003752744,0.00008949795,0.001180368,0.003115719,4.181553e-7,0.000004323096,0.000008434831,0.0000732902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.201097,"threshold_uncertainty_score":0.5375876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336526975686382,"score_gpt":0.2761147595807011,"score_spread":0.2627494898238373,"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."}}