{"id":"W4378610913","doi":"10.22219/jamanika.v2i03.22751","title":"Efficiency Analysis of State-Owned Enterprise Bank Using Stochastic Frontier Analysis (SFA) Approach","year":2022,"lang":"en","type":"article","venue":"Jamanika (Jurnal Manajemen Bisnis dan Kewirausahaan)","topic":"Financial Analysis and Corporate Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stochastic frontier analysis; Business; Quarter (Canadian coin); Frontier; State owned; Descriptive statistics; Financial system; Finance; Economics; Mathematics; Statistics; Microeconomics; Production (economics)","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":[0.001270144,0.0006369393,0.00170877,0.003657676,0.001037257,0.0004273637,0.001295637,0.00009289454,0.0005017101],"category_scores_gemma":[0.00007171439,0.0006221445,0.001513188,0.01549443,0.0001668782,0.0009223149,0.0009608915,0.0005060036,0.000008877824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003463106,"about_ca_system_score_gemma":0.00009887133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002778348,"about_ca_topic_score_gemma":0.0006463582,"domain_scores_codex":[0.994457,0.0001261846,0.001529181,0.001155869,0.001842977,0.0008887879],"domain_scores_gemma":[0.9961802,0.00005327457,0.002274856,0.0009885784,0.0004326295,0.00007045887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003869623,0.001374259,0.17706,0.0001399334,0.0114006,0.00007895303,0.0003879904,0.7978417,0.001438543,0.004881424,0.0006614139,0.004348204],"study_design_scores_gemma":[0.0009706399,0.00007624995,0.1149023,0.00002228941,0.02203703,0.000003207823,0.001208292,0.8551083,0.00003449086,0.0002199695,0.004484347,0.0009328349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.875923,0.0004483939,0.1194458,0.00009116233,0.0003023458,0.000407314,0.00008579924,0.00009160426,0.003204525],"genre_scores_gemma":[0.997416,0.00001847511,0.0004336643,0.0006126424,0.0002887108,0.00006093419,0.000322991,0.00006733938,0.0007792183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.121493,"threshold_uncertainty_score":0.999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603404840280032,"score_gpt":0.2083027777459245,"score_spread":0.1922687293431242,"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."}}