{"id":"W4312802139","doi":"10.55365/1923.x2022.20.42","title":"Introduction of Internal Audit as an Innovative Tool for Improving the Economic Efficiency of Enterprises","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fixed asset; Business; Production (economics); Context (archaeology); Quality (philosophy); Consumption (sociology); Audit; Industrial organization; Investment (military); Commerce; Economics; Accounting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01035515,0.0004632351,0.0005679685,0.005163999,0.0009858335,0.007567742,0.001162779,0.001661822,0.00478371],"category_scores_gemma":[0.02508122,0.0002786092,0.0003532623,0.004613965,0.00251675,0.006544626,0.00225936,0.001902764,0.001197134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003542835,"about_ca_system_score_gemma":0.008017521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003044053,"about_ca_topic_score_gemma":0.002500752,"domain_scores_codex":[0.9880716,0.006109251,0.0006519051,0.0007943326,0.003918037,0.0004548222],"domain_scores_gemma":[0.9707811,0.01183339,0.005583338,0.002792705,0.00784725,0.001162211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000865852,0.0001388553,0.01380785,0.002009206,0.00004599729,0.0002687367,0.001009518,0.001219355,0.0006898278,0.212475,0.04896244,0.7192866],"study_design_scores_gemma":[0.00004908121,0.0002564662,0.03983416,0.007002723,0.0001093748,0.0009930467,0.002798232,0.005214151,0.002838415,0.1013403,0.8393946,0.0001694787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05767375,0.231812,0.1415416,0.1238678,0.00801551,0.001133049,0.00149707,0.002291173,0.432168],"genre_scores_gemma":[0.7511905,0.1222308,0.06750929,0.008018327,0.005030308,0.0005646967,0.0007595536,0.0002183925,0.04447809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01035515,"threshold_uncertainty_score":0.05476397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0094236653935416,"score_gpt":0.2290722695880199,"score_spread":0.2196486041944782,"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."}}