{"id":"W7163293331","doi":"","title":"Best of both worlds?:Support and tensions among councilors regarding hybrid democratic innovations in local governance.","year":2023,"lang":"en","type":"article","venue":"Tilburg University Research Portal","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Democracy; Work (physics); Face (sociological concept); Government (linguistics); Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003672221,0.00007823952,0.0001702161,0.0006268276,0.0007886295,0.00005528243,0.0003344906,0.00007725506,0.0003554126],"category_scores_gemma":[0.001280428,0.00008913661,0.00003890325,0.003444352,0.001912375,0.0005711489,0.0002206479,0.0004515586,0.00003491852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932592,"about_ca_system_score_gemma":0.002258533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01237485,"about_ca_topic_score_gemma":0.02031014,"domain_scores_codex":[0.9972838,0.0003018968,0.0002080611,0.0002609067,0.001307162,0.0006381817],"domain_scores_gemma":[0.9985638,0.0004351654,0.00007280399,0.0001788457,0.0004756737,0.0002736772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001342335,0.0003557953,0.2770567,0.00008570755,0.00007912381,0.002447014,0.006952889,0.00008259222,0.0004964689,0.5263092,0.1799651,0.006035162],"study_design_scores_gemma":[0.002985463,0.000591426,0.4884496,0.0004566269,0.00003266917,0.00002405901,0.1854305,0.004798537,0.0004052924,0.009539953,0.3064474,0.0008384587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8327819,0.000008184822,0.00002782526,0.003157745,0.00003557292,0.0002687048,0.00006994706,0.00004260401,0.1636075],"genre_scores_gemma":[0.9600374,0.0002554537,0.0000203503,0.00001915833,0.00004002131,0.000002125548,0.00002356048,0.000006165397,0.03959576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5167692,"threshold_uncertainty_score":0.9975666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144120655631594,"score_gpt":0.3847270636266017,"score_spread":0.2703149980634423,"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."}}