{"id":"W4362605963","doi":"10.51952/9781529215588.fm001","title":"Front Matter","year":2023,"lang":"en","type":"paratext","venue":"Bristol University Press eBooks","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Home Office; University of Ottawa; Georgia State University","keywords":"Front (military); Geology; Oceanography","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003789988,0.00086457,0.0008194092,0.001019929,0.002111561,0.008418393,0.0008733722,0.00339917,0.8907866],"category_scores_gemma":[0.00192826,0.0003813775,0.0005816749,0.001232681,0.00099188,0.003508625,0.0022304,0.00245829,0.8576449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365001,"about_ca_system_score_gemma":0.001289276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002465379,"about_ca_topic_score_gemma":0.005667683,"domain_scores_codex":[0.9993672,0.00004463048,0.00002947527,0.0001946968,0.0002786432,0.00008547484],"domain_scores_gemma":[0.9992414,0.0001411088,0.00003647097,0.0001264551,0.0002660134,0.0001886598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002723359,0.0000320935,0.0001942072,0.0001291859,0.000002762761,0.00007622909,0.0000911029,0.00004633729,0.0003421236,0.0110427,0.881086,0.1069301],"study_design_scores_gemma":[0.000002040948,0.000004051416,0.0001185938,0.00004518791,4.713304e-7,0.0000280789,0.00004114414,0.00001915089,0.00003906353,0.0005596681,0.9991409,0.000001632561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001796118,0.0005428403,0.0002176091,0.00161919,0.001921462,0.00002328731,0.0006172951,0.0003763176,0.9945025],"genre_scores_gemma":[0.0005153047,0.0002964476,0.00009129063,0.0006759297,0.0001848552,0.000009250545,0.0002757425,0.0001174663,0.9978337],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1092134,"threshold_uncertainty_score":0.1557795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688997375430354,"score_gpt":0.2495294888931964,"score_spread":0.2226395151388929,"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."}}