{"id":"W2966230916","doi":"10.7202/1062482ar","title":"A View of Managership and Leadership from 30,000 Feet","year":2019,"lang":"en","type":"article","venue":"Journal of Comparative International Management","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ambiguity; Perspective (graphical); Field (mathematics); Order (exchange); Faith; Epistemology; Political science; Management science; Public relations; Sociology; Computer science; Operations research; Engineering ethics; Psychology; Engineering; Artificial intelligence; Business; Mathematics; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001827594,0.0005447115,0.0002363816,0.002266445,0.003863177,0.009049725,0.0007184038,0.003151664,0.004764665],"category_scores_gemma":[0.002400013,0.0002350605,0.0002469415,0.001114989,0.01672295,0.01001395,0.003891189,0.006948558,0.001074744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003853671,"about_ca_system_score_gemma":0.003663209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005575654,"about_ca_topic_score_gemma":0.007638439,"domain_scores_codex":[0.9978993,0.0009823469,0.00006842969,0.0002539261,0.0005731821,0.0002229256],"domain_scores_gemma":[0.9985488,0.0006103339,0.0001154635,0.00008019539,0.0002669124,0.0003783164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003709774,0.00003032181,0.0006343613,0.00009705135,0.00000630322,0.0001336036,0.01359958,0.0001227845,0.0004377951,0.9165403,0.03786495,0.03049577],"study_design_scores_gemma":[0.00001608363,0.00008344521,0.003013202,0.0007107604,0.000009865023,0.0003949769,0.02024992,0.0004709355,0.000164855,0.3821591,0.5927059,0.00002100458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02935368,0.0702841,0.01126036,0.42754,0.008316193,0.00002915506,0.0001009236,0.00008790567,0.4530278],"genre_scores_gemma":[0.7807904,0.02574435,0.007829822,0.08391459,0.007115263,0.0001416902,0.0001065827,0.0001170618,0.0942402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009049725,"threshold_uncertainty_score":0.02796054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125533176605261,"score_gpt":0.3556488624599386,"score_spread":0.2430955447994125,"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."}}