{"id":"W2967916864","doi":"10.3390/app9163262","title":"Maintenance Process Simulation Based Maintainability Evaluation by Using Stochastic Colored Petri Net","year":2019,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Fundamental Research Funds for the Central Universities; Nanjing University of Aeronautics and Astronautics; National Natural Science Foundation of China","keywords":"Maintainability; Reliability engineering; Computer science; Petri net; Process (computing); Correctness; Software engineering; Systems engineering; Engineering; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233423,0.0006885336,0.0004227377,0.0009887203,0.0002697822,0.0007267586,0.0005567831,0.0003404436,0.0007084919],"category_scores_gemma":[0.002481391,0.0002280877,0.0007030476,0.0005445118,0.0003008693,0.0007211177,0.0004140386,0.000374744,0.00005823737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001003451,"about_ca_system_score_gemma":0.001151073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00876374,"about_ca_topic_score_gemma":0.004495995,"domain_scores_codex":[0.9992287,0.0002648198,0.00004988798,0.0001194734,0.0002781292,0.00005888919],"domain_scores_gemma":[0.998693,0.0007233437,0.0001637426,0.00008609582,0.0002968138,0.00003702455],"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":[0.00005718891,0.00002887175,0.001734731,0.00003648854,0.00002444959,0.00003810282,0.0000310369,0.9817599,0.003087581,0.003297861,0.00007527376,0.009828554],"study_design_scores_gemma":[0.000002532124,0.00001456087,0.000160865,0.000001530477,0.000006338269,0.000004433501,0.000003880715,0.9982522,0.001019855,0.0004668747,0.00006420586,0.000002693469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1307853,0.00009318849,0.8659062,0.0000568957,0.00002095261,0.00009321827,0.0001185453,0.0006549983,0.002270698],"genre_scores_gemma":[0.9441807,0.00008267584,0.05508536,0.000009476305,0.000004154533,0.00009385221,0.0001277086,0.00002027224,0.0003958265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00876374,"threshold_uncertainty_score":0.01742542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715305446113116,"score_gpt":0.2700525777278763,"score_spread":0.2528995232667451,"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."}}