{"id":"W3152591298","doi":"10.5267/j.ac.2021.3.022","title":"Management accounting in state institutions of higher education as an element of the implementation mechanism of the sustainable development goals of Ukraine","year":2021,"lang":"en","type":"article","venue":"Accounting","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Higher education; Management accounting; Element (criminal law); Sustainable development; Business; Context (archaeology); State (computer science); Economics; Political science; Computer science; Economic growth","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":[0.001143455,0.0001072812,0.0002887184,0.0001930422,0.00008615345,0.00001888257,0.0003468351,0.00003631049,0.0003058891],"category_scores_gemma":[0.00007071989,0.00009941393,0.00006748082,0.0005080075,0.00005153598,0.0003149946,0.0003592017,0.00007376822,0.000002918801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446849,"about_ca_system_score_gemma":0.0002454379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001213722,"about_ca_topic_score_gemma":0.0002814825,"domain_scores_codex":[0.9982077,0.00002764981,0.001247754,0.0002245179,0.00007958775,0.0002127839],"domain_scores_gemma":[0.9980105,0.00003164141,0.001343735,0.0004212658,0.0001807568,0.00001217049],"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":[0.000004868189,0.0001949993,0.09008933,0.0003785139,0.00006835438,4.533345e-7,0.004224021,0.0005959868,0.0007670447,0.9020385,0.00002270247,0.001615202],"study_design_scores_gemma":[0.001842614,0.00005070166,0.6260424,0.0004481287,0.00005511618,0.000001971415,0.02104381,0.0003316787,0.1777122,0.1235591,0.04847466,0.0004376751],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828253,0.0002841502,0.0001318434,0.0002306571,0.0003267677,0.0004290556,0.0000212185,0.000003825457,0.01574717],"genre_scores_gemma":[0.9967664,0.00004683991,0.001881353,0.0001020553,0.00002206753,0.00003893081,0.00001798248,0.00001304132,0.001111286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7784795,"threshold_uncertainty_score":0.4053982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02099506902858754,"score_gpt":0.2819899272281545,"score_spread":0.260994858199567,"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."}}