{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004809336,0.0001121471,0.0002739312,0.0001248999,0.00006719376,0.0001260529,0.0004782725,0.00002942976,0.001437605],"category_scores_gemma":[0.00001361783,0.00009032969,0.00009079576,0.0001363559,0.0001607215,0.000384747,0.0001153235,0.0001048572,0.00008643157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112479,"about_ca_system_score_gemma":0.00001262587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777349,"about_ca_topic_score_gemma":0.00006522376,"domain_scores_codex":[0.9984178,0.0001124323,0.0004216832,0.0001429406,0.0007446132,0.0001605259],"domain_scores_gemma":[0.9990242,0.00008358589,0.0004473602,0.00008743448,0.0002817399,0.00007564256],"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":[0.0004841973,0.0004554334,0.04058794,0.000192665,0.002386394,0.00008212253,0.01816325,0.0005557489,0.0002728569,0.8894735,0.02477844,0.02256744],"study_design_scores_gemma":[0.001417539,0.000183171,0.1549056,0.0004466016,0.0001151981,0.00000224966,0.06801876,0.00009935139,0.0001226781,0.01666319,0.7578053,0.0002203402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.713501,0.0009010054,0.0002556863,0.004904869,0.0009938284,0.0003451179,0.00001057263,0.00001048371,0.2790775],"genre_scores_gemma":[0.9926271,0.0003532771,0.0005885636,0.000391453,0.0001585299,0.00000292457,0.000002731865,0.000003520372,0.005871904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8728103,"threshold_uncertainty_score":0.9994752,"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."}}