{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006920152,0.0001178226,0.0001147814,0.00007761842,0.0001382428,0.00008288453,0.0001604319,0.00005216185,0.0001308034],"category_scores_gemma":[0.0000653102,0.0001072888,0.00001654491,0.000391418,0.00007554016,0.0001991369,0.00001089081,0.00006747683,0.00001109076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342544,"about_ca_system_score_gemma":0.00008489364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007047371,"about_ca_topic_score_gemma":0.000002288129,"domain_scores_codex":[0.9988708,0.0000151778,0.0001715704,0.0002788457,0.0004258788,0.0002377555],"domain_scores_gemma":[0.9995806,0.0001082046,0.00006091625,0.0001196462,0.00009131592,0.00003937582],"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":[0.000008806139,0.000009139428,0.0001870932,0.00006166409,0.000001858984,2.744162e-8,0.00008875388,0.9976344,0.0006620801,0.00008965228,0.00001107767,0.001245506],"study_design_scores_gemma":[0.0002996422,0.00002182743,0.0003527684,0.00001507845,0.000009773596,1.288563e-7,0.0001472342,0.995513,0.002504007,0.0009672884,0.00002405821,0.0001452303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6628375,0.00002497444,0.3352022,0.00001672781,0.0001118296,0.000557054,0.000002940988,0.0001073709,0.001139383],"genre_scores_gemma":[0.9986791,4.258355e-7,0.001187949,0.00003747205,0.00001723982,0.00004098345,0.00001493017,0.00001072707,0.00001114905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3358416,"threshold_uncertainty_score":0.4375108,"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."}}