{"id":"W1915110400","doi":"10.5539/ass.v11n19p151","title":"Evaluation of Social and Economic Efficiency of Investments in Public Utility Services","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic efficiency; Economics; Public economics; Service (business); Economic evaluation; Investment (military); Quality (philosophy); Social cost; Business; Environmental economics; Microeconomics; Economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069375,0.00007767411,0.0002810648,0.0002490432,0.00009092953,0.00003644373,0.0003599491,0.00006620829,0.00008188662],"category_scores_gemma":[0.0001934987,0.00009907138,0.00003143133,0.0003652703,0.0007470816,0.0005292406,0.0001329112,0.00005728643,0.00002432524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004267124,"about_ca_system_score_gemma":0.0002711559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000478119,"about_ca_topic_score_gemma":0.00018937,"domain_scores_codex":[0.9987526,0.00004543179,0.0005335291,0.0003215581,0.0001202051,0.0002266569],"domain_scores_gemma":[0.9992356,0.00001381616,0.000448742,0.0001298632,0.000106896,0.00006513981],"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":[0.000009537147,0.0001598662,0.2062094,0.00003920429,0.00001717091,1.833706e-7,0.04522435,0.000007003941,0.00004948873,0.7211467,0.00003369941,0.02710338],"study_design_scores_gemma":[0.00109239,0.00004448848,0.8171164,0.000005565718,0.000006192743,4.497503e-7,0.002394215,0.00694914,0.0001810281,0.1709418,0.001103291,0.00016509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6467422,0.0001293583,0.000006273289,0.0002352007,0.0001440662,0.0001188446,0.00002534803,0.000003969707,0.3525948],"genre_scores_gemma":[0.9997767,0.000004096094,0.0001096097,0.00003341027,0.0000466802,0.000007755991,0.000002341583,0.000004782522,0.0000146579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.610907,"threshold_uncertainty_score":0.4040014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115783597233518,"score_gpt":0.3207870170242268,"score_spread":0.2050034197907088,"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."}}