{"id":"W2978629017","doi":"10.5267/j.msl.2019.9.016","title":"A methodology for analysis and assessment of business processes of Ukrainian enterprises","year":2019,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Enterprise Management and Information Systems","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Business; Process management; Computer science","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":[0.003373442,0.0008891759,0.0005790446,0.006981522,0.001218158,0.00365567,0.0009689134,0.0007259709,0.001723703],"category_scores_gemma":[0.006020662,0.0003852757,0.001409237,0.003894184,0.001322045,0.002380088,0.001752047,0.0008020274,0.0004813484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870941,"about_ca_system_score_gemma":0.004219577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006842582,"about_ca_topic_score_gemma":0.003679215,"domain_scores_codex":[0.995911,0.001836484,0.000532117,0.0004873834,0.001069457,0.0001636314],"domain_scores_gemma":[0.9975895,0.0008291648,0.0003508128,0.000339784,0.0008114835,0.00007919755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008946215,0.0001411444,0.01178981,0.001749939,0.0002692921,0.0006601465,0.005416341,0.05232788,0.009921932,0.3254929,0.004574952,0.5875661],"study_design_scores_gemma":[0.00008624388,0.0004655476,0.03399527,0.001613587,0.000360343,0.002433121,0.006428421,0.3334219,0.01608599,0.338364,0.2665365,0.0002091044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01353387,0.001547053,0.9768139,0.0002005331,0.00004869583,0.0004754566,0.0003939269,0.0006126929,0.006373769],"genre_scores_gemma":[0.1094936,0.0008565375,0.8866006,0.00003791341,0.00002515506,0.0008601897,0.0005887236,0.00005179322,0.001485519],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006981522,"threshold_uncertainty_score":0.02083027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03953487928676848,"score_gpt":0.3031330739163802,"score_spread":0.2635981946296118,"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."}}