{"id":"W2107457699","doi":"10.1109/istas.1996.541164","title":"The problem of hierarchy in government","year":2002,"lang":"en","type":"article","venue":"","topic":"Leadership, Human Resources, Global Affairs","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hierarchy; Status quo; Government (linguistics); Politics; Corporate governance; Business; Public sector; Information technology; Knowledge management; Public administration; Public relations; Computer science; Political science; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005083784,0.00004651123,0.00006674987,0.00001082176,0.000173338,0.00003557105,0.000308835,0.00003644741,0.0006978273],"category_scores_gemma":[0.00004964313,0.00003068318,0.00003339033,0.0001870111,0.0003590232,0.00006071648,0.00003603183,0.00007302162,0.0000745842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829737,"about_ca_system_score_gemma":0.00001366777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139009,"about_ca_topic_score_gemma":0.01361795,"domain_scores_codex":[0.9987805,0.0001262183,0.0001498778,0.00009728929,0.0005954305,0.0002506252],"domain_scores_gemma":[0.9996423,0.0001419934,0.00004893864,0.0001047646,0.00001484122,0.00004718208],"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":[0.00001467997,0.0002130807,0.02414222,0.00001730958,0.00002069266,0.0000057701,0.1100101,0.00002943135,0.0000416164,0.7735832,0.02418962,0.06773231],"study_design_scores_gemma":[0.0003500991,0.00005421388,0.003980733,0.00002283778,0.000003888465,2.823178e-7,0.1167962,0.00009508411,0.000106769,0.009003928,0.8694506,0.0001354216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08041489,0.0002260991,0.00000426621,0.008332353,0.00002718173,0.000207184,0.000001031093,0.00002490831,0.9107621],"genre_scores_gemma":[0.9744447,0.00006982753,0.0002405751,0.00008189876,0.00004065396,0.000007975388,5.258354e-8,0.00000308991,0.02511118],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8940299,"threshold_uncertainty_score":0.7640719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285851548188555,"score_gpt":0.254415482151401,"score_spread":0.2215569666695155,"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."}}