{"id":"W2732518813","doi":"10.7206/jmba.ce.2450-7814.196","title":"Spending Reviews – a Tool to Support the Effcient Management of Public Funds","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Business Administration Central Europe","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Originality; Legislation; Consolidation (business); Public spending; European union; Stability and Growth Pact; Eu countries; Member state; Public interest; Political science; Member states; Economics; Economic policy; Accounting; Politics; Law","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":[0.07417542,0.0008225576,0.0009420728,0.02004683,0.002120316,0.008606857,0.001527673,0.001270137,0.004408763],"category_scores_gemma":[0.18336,0.0006731594,0.0004845594,0.01550813,0.002049505,0.009265146,0.004195473,0.001366007,0.001413496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004610977,"about_ca_system_score_gemma":0.01823828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211887,"about_ca_topic_score_gemma":0.006514693,"domain_scores_codex":[0.8806925,0.08986587,0.009284182,0.001944009,0.01687154,0.001341881],"domain_scores_gemma":[0.6692518,0.1984754,0.06376008,0.01294499,0.05064601,0.004921795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002737294,0.0002162191,0.0310276,0.009735886,0.0002547791,0.0004570319,0.0229747,0.001092648,0.001533119,0.03407855,0.09557266,0.8027831],"study_design_scores_gemma":[0.0001167424,0.0007435604,0.09674426,0.02543691,0.0003789823,0.0007682472,0.0399776,0.00258763,0.004530997,0.01580316,0.8125936,0.0003182761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2955801,0.1046146,0.1474567,0.1061948,0.004299694,0.007723882,0.0105105,0.003639137,0.3199807],"genre_scores_gemma":[0.7457901,0.03213431,0.1981601,0.003208147,0.001582545,0.003943628,0.002811578,0.0003917555,0.01197784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07417542,"threshold_uncertainty_score":0.3922818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07895161593154182,"score_gpt":0.3351537880311546,"score_spread":0.2562021720996128,"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."}}