{"id":"W4410310844","doi":"10.31673/2786-7412.2025.015423","title":"NETOCRATISATION OF PUBLIC ADMINISTRATION: INFORMATION SOCIETY TRENDS","year":2025,"lang":"en","type":"article","venue":"Public management and digital practices","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Political science; Public administration; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005815464,0.0003270101,0.0003908502,0.004421257,0.003687877,0.01348041,0.001128547,0.003407162,0.007360483],"category_scores_gemma":[0.007846655,0.0002690417,0.0003566659,0.005753851,0.01521843,0.01967,0.00456298,0.004255328,0.0008827687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126743,"about_ca_system_score_gemma":0.005314768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481038,"about_ca_topic_score_gemma":0.005171382,"domain_scores_codex":[0.9949733,0.001925287,0.0002213891,0.0006495233,0.001550186,0.0006801619],"domain_scores_gemma":[0.9836553,0.01057021,0.001895243,0.001278884,0.001598444,0.001001709],"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":[0.00002715521,0.00004676484,0.001317699,0.0002643518,0.000006427447,0.0001088434,0.005892459,0.0002797197,0.000141392,0.9178407,0.008413892,0.06566066],"study_design_scores_gemma":[0.000009015803,0.00006467316,0.0053069,0.0008491834,0.000008338629,0.0004462959,0.00642414,0.001202009,0.0006392693,0.21729,0.7677194,0.00004077929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07954133,0.1543408,0.0186989,0.2799611,0.001897692,0.00005368349,0.0002499631,0.0002775746,0.4649789],"genre_scores_gemma":[0.8799757,0.06876867,0.00516708,0.008260204,0.00307256,0.00008013767,0.0002319873,0.0001379601,0.0343057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01348041,"threshold_uncertainty_score":0.08175135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04976826803262733,"score_gpt":0.3237579911746216,"score_spread":0.2739897231419942,"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."}}