{"id":"W4414107675","doi":"10.1016/j.ejpoleco.2025.102754","title":"Do as I say, not as I do? Economists policymakers and fiscal consolidation","year":2025,"lang":"en","type":"article","venue":"European Journal of Political Economy","topic":"Fiscal Policies and Political Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Austerity; Consolidation (business); Fiscal policy; Fiscal union; Stimulus (psychology); Fiscal federalism; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01541804,0.000259997,0.0007662077,0.001766886,0.00381747,0.01315659,0.0008117186,0.006127397,0.008290461],"category_scores_gemma":[0.05356528,0.0003242967,0.0003436335,0.002777362,0.009257025,0.01061859,0.004193412,0.008833405,0.00165968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007304338,"about_ca_system_score_gemma":0.01343736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130395,"about_ca_topic_score_gemma":0.01557255,"domain_scores_codex":[0.9934929,0.003077681,0.0003663494,0.0005252735,0.0009286544,0.00160919],"domain_scores_gemma":[0.9824287,0.006659824,0.003459369,0.0006998951,0.003229615,0.003522578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001793531,0.000151204,0.01372369,0.00006470919,0.00006896672,0.0001453637,0.004140569,0.0008431099,0.0001185911,0.8850151,0.061485,0.03406435],"study_design_scores_gemma":[0.0001764583,0.00005030216,0.01103583,0.0003981584,0.00006644952,0.0001159011,0.01302155,0.001045582,0.0003663228,0.8722541,0.1014195,0.00004974956],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07357456,0.007976178,0.001589561,0.8616201,0.002526576,0.00002018279,0.00007168439,0.00003088171,0.05259031],"genre_scores_gemma":[0.9283351,0.004641584,0.0005004131,0.04941262,0.002220315,0.00002834133,0.00004880151,0.00003754212,0.01477529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01541804,"threshold_uncertainty_score":0.08153933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02022848960615837,"score_gpt":0.2535451717244359,"score_spread":0.2333166821182775,"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."}}