{"id":"W6948826005","doi":"10.5281/zenodo.12316507","title":"public finance books pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fungal Biology and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public finance; Subject (documents); Government (linguistics); Parliament; Public sector; Duty; Download; Public policy; Point (geometry)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003339126,0.001394505,0.001325793,0.002422453,0.001858799,0.009796537,0.001500989,0.001973735,0.912909],"category_scores_gemma":[0.002911763,0.000692251,0.0009483637,0.003849501,0.0005036533,0.004972002,0.002451757,0.002571953,0.9175947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442755,"about_ca_system_score_gemma":0.001846774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471232,"about_ca_topic_score_gemma":0.007497136,"domain_scores_codex":[0.9993064,0.00003235176,0.00002574746,0.0001054194,0.0004541465,0.00007591396],"domain_scores_gemma":[0.9985803,0.0001075439,0.0000541713,0.0001279307,0.0007661054,0.0003639101],"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":[0.00001444921,0.00002699094,0.00004664978,0.00009872462,0.000001806571,0.00002734262,0.00001461634,0.00002443144,0.00016377,0.001089184,0.9580299,0.04046229],"study_design_scores_gemma":[0.000004501858,0.0000071874,0.0002017927,0.00007045819,0.000001557031,0.00003386439,0.00002960394,0.00001801836,0.00006809896,0.0002621167,0.999298,0.000004681594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002287426,0.0008846249,0.0002709344,0.0007723916,0.001206741,0.00008826824,0.003298351,0.001526276,0.9917237],"genre_scores_gemma":[0.0006019009,0.0008972197,0.0002877106,0.0003088014,0.0002977905,0.00003503287,0.002212457,0.0006053358,0.9947537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08709103,"threshold_uncertainty_score":0.1242248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05142063559253889,"score_gpt":0.2641403528383887,"score_spread":0.2127197172458498,"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."}}