{"id":"W3123891118","doi":"","title":"Economic Crisis and Public Sector Reform: Lessons from Ireland","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Irish Research Council; Irish Research Council for the Humanities and Social Sciences","keywords":"Remuneration; Irish; Public sector; Devaluation; Government (linguistics); Economic policy; Currency; Politics; Public service; Economics; Currency crisis; Political science; Business; Public administration; Economy; Finance; Macroeconomics","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":[0.003334234,0.0003088235,0.0005947953,0.001485587,0.002561005,0.007642409,0.001065281,0.00195524,0.00438295],"category_scores_gemma":[0.00746954,0.0002395352,0.0006331429,0.003334765,0.005872419,0.006398953,0.004977176,0.004723928,0.0006375129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03262912,"about_ca_system_score_gemma":0.01777732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2240045,"about_ca_topic_score_gemma":0.2002571,"domain_scores_codex":[0.9971671,0.0008802447,0.00009927848,0.00009874914,0.0003133346,0.001441377],"domain_scores_gemma":[0.9971203,0.0009892689,0.0002570943,0.000181813,0.000771401,0.0006801185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008650874,0.0006970098,0.03664163,0.00121474,0.0001021238,0.005568349,0.07694627,0.005359505,0.0003750231,0.5633827,0.1449037,0.1639438],"study_design_scores_gemma":[0.0002971956,0.0002285932,0.05202634,0.001979279,0.0000685258,0.0008279426,0.2397293,0.001759784,0.0006230717,0.0845826,0.6177274,0.0001498957],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.268988,0.01328058,0.0007669381,0.2715072,0.0006173748,0.0001038801,0.0004451899,0.00005501921,0.4442359],"genre_scores_gemma":[0.9402772,0.0139401,0.0004370801,0.01603304,0.000283531,0.00005479401,0.0003173193,0.00006755731,0.02858938],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2240045,"threshold_uncertainty_score":0.4454014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07245334622334283,"score_gpt":0.3870362519588811,"score_spread":0.3145829057355383,"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."}}