{"id":"W7016049810","doi":"","title":"Why politicians should pay attention to government financial reports","year":2022,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Economic, financial, and policy analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Government (linguistics); Public finance; Accounting information system; Financial accounting","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001886714,0.000230993,0.0005281181,0.0008117017,0.001350358,0.00008709214,0.0005707003,0.0001318227,0.003348247],"category_scores_gemma":[0.0002835797,0.0003020228,0.0003761365,0.001174881,0.0001315238,0.0003668541,0.0008100027,0.0007882919,0.000360842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459183,"about_ca_system_score_gemma":0.000227164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953697,"about_ca_topic_score_gemma":0.0006437057,"domain_scores_codex":[0.9968632,0.0001524639,0.0006460445,0.0009106199,0.0003936194,0.001033977],"domain_scores_gemma":[0.9983398,0.00008996093,0.0003419599,0.0007153758,0.00009757924,0.0004153602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001549306,0.0005161265,0.1338954,0.00004476551,0.0001783698,0.001564678,0.0007110937,0.0007188207,0.00004174629,0.5886012,0.2731411,0.0004317654],"study_design_scores_gemma":[0.0003909024,0.0003107098,0.06267028,0.00001035284,0.00001931006,0.00001533768,0.001207547,0.00008035744,0.00004473102,0.00720522,0.9276183,0.0004270212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8039351,0.00006190885,0.001255789,0.03823824,0.0009236844,0.001023219,0.003057943,0.0001262179,0.1513779],"genre_scores_gemma":[0.9535229,0.00007680102,0.00009612714,0.001367936,0.0003002587,0.00001881789,0.00009761294,0.00003579974,0.04448372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6544771,"threshold_uncertainty_score":0.9999498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03855697421324388,"score_gpt":0.2628587220760009,"score_spread":0.224301747862757,"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."}}