{"id":"W2123917353","doi":"10.5267/j.msl.2012.06.017","title":"A comprehensive study on performance-based budgeting model: A case study of Iran's policy making, implementing and monitoring","year":2012,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process management; Computer science; Policy making; Business; Operations management; Operations research; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001195042,0.0003025109,0.0002487798,0.001473965,0.001117195,0.0005284548,0.0004615181,0.0000179134,0.000007036308],"category_scores_gemma":[0.00004453487,0.0002886654,0.00003642536,0.001973702,0.0001412479,0.001587756,0.0009965156,0.0001323747,0.00001517331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001147167,"about_ca_system_score_gemma":0.000006957296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817793,"about_ca_topic_score_gemma":0.000005739587,"domain_scores_codex":[0.9971287,0.0000214978,0.0004579146,0.0005596253,0.001026842,0.0008053872],"domain_scores_gemma":[0.9990268,0.0000389924,0.0003919917,0.000425999,0.00008709588,0.00002912069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002210895,0.0008389849,0.9745595,0.0002968408,0.00006010346,0.00009669532,0.001835289,0.01763788,0.0003924676,0.001123127,0.00008430603,0.003052701],"study_design_scores_gemma":[0.003421471,0.0001873967,0.808682,0.0001914523,0.0003736907,0.00001662403,0.09707213,0.0882699,0.00007654446,0.00002538216,0.0008278352,0.0008555805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955565,0.000006988559,0.0007567002,0.0003880958,0.0002385762,0.001234328,4.815901e-7,0.0001252624,0.0016931],"genre_scores_gemma":[0.9965463,7.890744e-7,0.0006206942,0.002158839,0.0005592447,0.00006073177,0.000001300278,0.00003647656,0.00001562972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658775,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03750904657239398,"score_gpt":0.293448322601193,"score_spread":0.255939276028799,"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."}}