{"id":"W2546404604","doi":"10.3968/8733","title":"Rational Analysis of University Administration Nomocracy","year":2016,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Education and Work Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Work (physics); Function (biology); Political science; Public administration; Engineering ethics; Law; Engineering; Biology","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":[0.008133394,0.0004693747,0.0004293036,0.0034304,0.00373894,0.005854333,0.0008779399,0.001466646,0.003656378],"category_scores_gemma":[0.01528848,0.0003184118,0.0006088388,0.001083594,0.02223736,0.00572506,0.002860287,0.002196718,0.0003517467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007324397,"about_ca_system_score_gemma":0.00587576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004314766,"about_ca_topic_score_gemma":0.005329705,"domain_scores_codex":[0.9915661,0.004604078,0.000385637,0.000882934,0.001962706,0.0005987298],"domain_scores_gemma":[0.9885436,0.005691103,0.001212413,0.00163662,0.002542746,0.0003735495],"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":[0.00000638431,0.00001370684,0.0007100183,0.00002016661,0.000005185648,0.00006031918,0.001920317,0.0004390097,0.0001189286,0.9936053,0.0003102626,0.002790416],"study_design_scores_gemma":[0.00001532715,0.00001884581,0.001650072,0.00005981971,0.00001369524,0.00007914944,0.003033625,0.005361908,0.0005537457,0.9671347,0.02206103,0.0000180245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1758925,0.0009020232,0.2490164,0.01645335,0.0003057915,0.0005783126,0.0001880657,0.0001265828,0.556537],"genre_scores_gemma":[0.9689431,0.0002049031,0.0244963,0.000284188,0.00005340101,0.0001345367,0.00004949395,0.00002337452,0.00581083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008133394,"threshold_uncertainty_score":0.05314249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102791786962392,"score_gpt":0.3806189116038692,"score_spread":0.3495909937342453,"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."}}