{"id":"W7072097618","doi":"","title":"Why Nottingham and Birmingham will be followed by more cities running out of money","year":2023,"lang":"en","type":"article","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statutory law; Government (linguistics); Cover (algebra); Quarter (Canadian coin); Section (typography); Private sector; Value for money","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":[0.004471102,0.0004926944,0.0005664965,0.001025507,0.0136441,0.01531113,0.00183721,0.01132398,0.1646764],"category_scores_gemma":[0.01216305,0.001277481,0.0006598969,0.001779162,0.00738646,0.01021776,0.004327368,0.007796532,0.04174715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636527,"about_ca_system_score_gemma":0.02252716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2859165,"about_ca_topic_score_gemma":0.4071619,"domain_scores_codex":[0.991751,0.001535258,0.0002708555,0.001099126,0.002597348,0.002746387],"domain_scores_gemma":[0.984302,0.001431428,0.0008138656,0.001117276,0.004272922,0.008062432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000518055,0.00004349789,0.002411248,0.0001916695,0.00001103062,0.0002833353,0.001695916,0.00003674618,0.0002966464,0.03250428,0.9505075,0.01196632],"study_design_scores_gemma":[0.00002549629,0.00002539374,0.00557839,0.0002317846,0.000006776713,0.000153682,0.005835906,0.00002480065,0.0001849819,0.001958168,0.9859314,0.00004314643],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01677733,0.01067336,0.0007279775,0.7540442,0.02668881,0.00009287238,0.0007880469,0.0004841977,0.1897232],"genre_scores_gemma":[0.1345515,0.005155443,0.002115231,0.313004,0.002466026,0.0001753644,0.0005848103,0.001104448,0.5408431],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2859165,"threshold_uncertainty_score":0.5685046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498123228602991,"score_gpt":0.3277093716880588,"score_spread":0.2927281394020289,"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."}}