{"id":"W1985479445","doi":"10.1016/j.infsof.2012.05.001","title":"Quality indicators for business process models from a gateway complexity perspective","year":2012,"lang":"en","type":"article","venue":"Information and Software Technology","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Social Fund; Ryerson University; Junta de Comunidades de Castilla-La Mancha; Universidad de Castilla-La Mancha; Ministerio de Ciencia e Innovación; European Regional Development Fund","keywords":"Computer science; Process (computing); Quality (philosophy); Identification (biology); Business process; Quality assurance; Process modeling; Perspective (graphical); Process management; Risk analysis (engineering); Work in process; Artificial intelligence; Engineering; Operations management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002910934,0.0001879183,0.0002976251,0.0008404489,0.0003169524,0.0001642797,0.0002178828,0.0002232315,0.00003356539],"category_scores_gemma":[0.0005137177,0.0001686593,0.00004990959,0.001271538,0.000182508,0.004713882,0.0001123753,0.0001386386,0.00003508179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003673838,"about_ca_system_score_gemma":0.00003400883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007456762,"about_ca_topic_score_gemma":0.00003810898,"domain_scores_codex":[0.9989288,0.000004128883,0.0004030945,0.0001708414,0.0001780854,0.0003150209],"domain_scores_gemma":[0.9984633,0.00003641127,0.0003904719,0.0001945575,0.0008951427,0.00002014007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001762657,0.0002637619,0.1716387,0.001083079,0.0001883263,3.368774e-7,0.002547668,0.001375477,0.00001205137,0.6418726,0.0005534518,0.1802883],"study_design_scores_gemma":[0.001849532,0.000009552105,0.03417607,0.0000862275,0.0001854177,0.000003494951,0.00970507,0.04193764,0.00007112291,0.898038,0.01306094,0.0008768738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5168457,0.0003695112,0.4771995,0.002788736,0.0001695075,0.0003414412,0.00004804357,0.001080801,0.001156766],"genre_scores_gemma":[0.9951522,0.00001601226,0.003252961,0.001054575,0.0001893211,0.000108494,0.0002054242,0.00001302429,0.000008025553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4783064,"threshold_uncertainty_score":0.6877728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941987453531656,"score_gpt":0.2867538360098308,"score_spread":0.2473339614745142,"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."}}