{"id":"W4415157727","doi":"10.1007/s41358-025-00432-x","title":"Democratic backsliding and the populist challenge for public administration","year":2025,"lang":"en","type":"article","venue":"Zeitschrift für Politikwissenschaft","topic":"Populism, Right-Wing Movements","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Duisburg-Essen; University of Cambridge; University of Oxford; York University","keywords":"Democracy; Bureaucracy; Context (archaeology); Administration (probate law); Politics; State (computer science)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001840741,0.0002540378,0.0003599687,0.0001778282,0.00204985,0.0004470744,0.000449047,0.0002043283,0.00004850558],"category_scores_gemma":[0.001269657,0.000198362,0.0001490646,0.0003495718,0.000673558,0.0004266865,0.0001059199,0.0002242706,0.00001917221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004304319,"about_ca_system_score_gemma":0.0004743454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133107,"about_ca_topic_score_gemma":0.004280766,"domain_scores_codex":[0.9973259,0.0004514746,0.0004816981,0.0004621594,0.0004130742,0.0008657064],"domain_scores_gemma":[0.9981965,0.000784346,0.0001786407,0.0003982645,0.0002007094,0.0002415311],"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":[0.00004986801,0.00004913422,0.0005793548,0.00005115338,0.00005658239,0.000002561282,0.002789596,1.88162e-7,0.00005390527,0.9924025,0.002773309,0.001191852],"study_design_scores_gemma":[0.004651861,0.0001428429,0.002546522,0.0001999565,0.0001875723,0.000006247783,0.01350677,0.0004736597,0.0006840331,0.1901719,0.7867714,0.0006572558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1970894,0.002434508,0.002359329,0.2743967,0.002470064,0.004133867,0.00009439636,0.0005917542,0.51643],"genre_scores_gemma":[0.9856364,0.0001902234,0.0005405498,0.001930774,0.0005343296,0.0001697414,0.0000280939,0.00002569581,0.01094418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8022307,"threshold_uncertainty_score":0.9992493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056353215285877,"score_gpt":0.3607399930149832,"score_spread":0.3301764608621244,"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."}}