{"id":"W4408970354","doi":"10.1080/00343404.2025.2472014","title":"How democratically elected mayors can achieve mission-oriented policies in turbulent times","year":2025,"lang":"en","type":"article","venue":"Regional Studies","topic":"International Development and Aid","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UK Prevention Research Partnership; Economic and Social Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Medical Research Council Canada; Natural Environment Research Council; Helsefonden; National Institute for Health and Care Research; Health and Social Care Research and Development Division; Public Health Agency; Wellcome Trust; British Heart Foundation; Cancer Research UK","keywords":"Public administration; Political science; Business; Economic system; Political economy; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01306031,0.0002843566,0.0002630125,0.001080852,0.01459287,0.008864909,0.0008463431,0.001810963,0.005900143],"category_scores_gemma":[0.01959962,0.0003379904,0.000407255,0.0008559426,0.01429289,0.003881909,0.007222844,0.003765362,0.0006019378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005868582,"about_ca_system_score_gemma":0.008124655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574394,"about_ca_topic_score_gemma":0.03337376,"domain_scores_codex":[0.9831424,0.009394608,0.0002462263,0.0006537099,0.0008588365,0.005704171],"domain_scores_gemma":[0.992866,0.002174814,0.001544463,0.0004886477,0.0006488802,0.002277226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001404633,0.0002405661,0.02505499,0.0001697515,0.00007619855,0.001742491,0.2922854,0.002597162,0.001182425,0.618237,0.01914505,0.03912846],"study_design_scores_gemma":[0.0001184277,0.0002433215,0.04803559,0.0003660415,0.00005160536,0.0003335343,0.4114857,0.002637162,0.0009600418,0.18464,0.3509779,0.0001506993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6042489,0.000834415,0.009335389,0.04981287,0.0005692504,0.0001472698,0.00003826054,0.00009980132,0.3349138],"genre_scores_gemma":[0.993831,0.0001021031,0.0004598266,0.0008511941,0.00003051804,0.00001892414,0.000006201936,0.0000161238,0.004683987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574394,"threshold_uncertainty_score":0.06907028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260792043304966,"score_gpt":0.3419097649092583,"score_spread":0.3093018444762086,"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."}}