{"id":"W7123361264","doi":"10.51579/1563-2415.2025.-4.21","title":"ENHANCING THE ECONOMIC EFFICIENCY OF PUBLIC SERVICES THROUGH THE IMPLEMENTATION OF INCLUSIVE POLICIES","year":2025,"lang":"","type":"article","venue":"Statistika učet i audit","topic":"Governance, Compliance, and Sustainability","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusive growth; Corporate governance; Public sector; Context (archaeology); Public service; Service delivery framework; Economic efficiency; Public policy; Budget constraint","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001287585,0.0003880846,0.000601971,0.0001675096,0.001094555,0.0003015013,0.001324048,0.00008292422,0.0008580206],"category_scores_gemma":[0.0002010919,0.0002729302,0.0002025442,0.001011925,0.0007526606,0.001299409,0.001108367,0.0002379041,0.00003882864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004290705,"about_ca_system_score_gemma":0.0009553285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05380656,"about_ca_topic_score_gemma":0.02767899,"domain_scores_codex":[0.9968096,0.0001430849,0.001416219,0.0005121937,0.0004496023,0.0006693069],"domain_scores_gemma":[0.9955438,0.0006603863,0.002151895,0.0008670756,0.0007625174,0.00001437215],"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":[0.0001049623,0.0002505966,0.06616776,0.00866947,0.0005283941,0.000002992869,0.01695494,0.0007666203,0.000458377,0.8649485,0.01598108,0.02516628],"study_design_scores_gemma":[0.002005476,0.0001177857,0.3992867,0.0006219982,0.0005339017,0.00000118411,0.2252969,0.002972084,0.002121141,0.1816602,0.1846833,0.0006991865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399311,0.003545405,0.01435493,0.01613497,0.002054011,0.002178979,0.0006602879,0.00004562411,0.02109469],"genre_scores_gemma":[0.9973713,0.0003597146,0.0001208245,0.001166707,0.0003401566,0.0000636337,0.00004212818,0.00002161269,0.0005139696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6832883,"threshold_uncertainty_score":0.9999723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009201157675813474,"score_gpt":0.2891995935450923,"score_spread":0.2799984358692788,"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."}}