{"id":"W2094528278","doi":"10.1016/j.jss.2014.05.063","title":"Development and validation of customized process models","year":2014,"lang":"en","type":"article","venue":"Journal of Systems and Software","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University; Simon Fraser University","funders":"","keywords":"Computer science; Correctness; Business process modeling; Business process; Process (computing); Reference model; Artifact-centric business process model; Scalability; Personalization; Process modeling; Business Process Model and Notation; Set (abstract data type); Software engineering; Business rule; Data mining; Work in process; Database; Programming language; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000711732,0.00009523287,0.0003472969,0.0002199875,0.00008975123,0.0001392566,0.00007623333,0.00004798505,0.000002059513],"category_scores_gemma":[0.0001035597,0.00006924049,0.00003611076,0.0001570234,0.00002042717,0.0008013745,0.00002675946,0.00006346795,7.478951e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006526384,"about_ca_system_score_gemma":0.00002632672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004732974,"about_ca_topic_score_gemma":0.000001672076,"domain_scores_codex":[0.9990758,0.000007854249,0.0004944433,0.00009425385,0.0002416176,0.00008605712],"domain_scores_gemma":[0.9985443,0.00002487326,0.0007019077,0.00005652909,0.0006578842,0.00001453833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001014738,0.0007194956,0.1846961,0.03982471,0.00142507,0.00002945767,0.007348175,0.3850222,0.001557233,0.02286953,0.001168484,0.3543248],"study_design_scores_gemma":[0.01033219,0.00008031,0.00492713,0.00701256,0.001456115,0.0001535328,0.00738641,0.9215779,0.00107679,0.02370443,0.02079357,0.001499006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9051201,0.0007028772,0.09383661,0.00006196943,0.0001033752,0.00004645925,3.133302e-7,0.00001354704,0.0001147135],"genre_scores_gemma":[0.9981914,0.00002675838,0.001424929,0.00003867069,0.0002722058,0.000002142278,0.000001899673,0.000009762257,0.00003223927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5365558,"threshold_uncertainty_score":0.2823545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262774907150179,"score_gpt":0.2250914857144479,"score_spread":0.2024637366429461,"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."}}