{"id":"W3122991202","doi":"10.47577/tssj.v15i1.2230","title":"Public Administration and Democracy: The Virtue and Limit of Participatory Democracy as a Democratic Innovation","year":2021,"lang":"en","type":"article","venue":"Technium Social Sciences Journal","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Bureaucracy; Democracy; Pejorative; Politics; Ideology; Public administration; Civic virtue; Corporate governance; Virtue; Accountability; Democratic deficit; Political science; Sociology; Political economy; Economics; Law; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03371452,0.0004452526,0.0009990514,0.001844222,0.008952476,0.03274885,0.001322958,0.007062438,0.003213149],"category_scores_gemma":[0.0275818,0.000602322,0.0006855675,0.001582341,0.1103276,0.02201485,0.01355791,0.01181798,0.0007500476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009630004,"about_ca_system_score_gemma":0.01169812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988531,"about_ca_topic_score_gemma":0.002673368,"domain_scores_codex":[0.9639181,0.02380384,0.0009835274,0.002943115,0.006606992,0.001744444],"domain_scores_gemma":[0.9530665,0.03373853,0.00303038,0.005964154,0.002469129,0.001731275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008632918,0.00001075658,0.0001409187,0.00003267121,0.00000353214,0.00002026177,0.001555642,0.0001500417,0.00005085556,0.9930126,0.0006994869,0.004314668],"study_design_scores_gemma":[0.00002219162,0.0000275837,0.0001860877,0.0001343317,0.000004318398,0.00005077451,0.0008130114,0.0004600428,0.0001102938,0.9687294,0.0294446,0.00001717507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.046945,0.02090697,0.06076174,0.3381,0.001134351,0.0001362687,0.0000663234,0.0002243949,0.531725],"genre_scores_gemma":[0.9639851,0.004779427,0.009259147,0.00930527,0.001548811,0.0002689408,0.00001547472,0.00008764317,0.01075021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03371452,"threshold_uncertainty_score":0.1783016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09731244741693569,"score_gpt":0.3617430040193159,"score_spread":0.2644305566023802,"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."}}