{"id":"W4376956400","doi":"10.3390/pr11051501","title":"Modeling of Fault Recovery and Repair for Automated Manufacturing Cells with Load-Sharing Redundant Elements Using Petri Nets","year":2023,"lang":"en","type":"article","venue":"Processes","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Computer science; Shared resource; Resource (disambiguation); Petri net; Process (computing); Distributed computing; Load sharing; Reliability engineering; Shutdown; Real-time computing; Operating system; Computer network; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006696714,0.001206687,0.0007870143,0.0008757618,0.0007836117,0.001057764,0.001693117,0.00116779,0.001952135],"category_scores_gemma":[0.001131558,0.0006087869,0.00165686,0.0005880878,0.0008231355,0.001002503,0.0007242406,0.0008157285,0.0003248853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520661,"about_ca_system_score_gemma":0.002193807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02215055,"about_ca_topic_score_gemma":0.01794319,"domain_scores_codex":[0.9994912,0.000134451,0.00003974927,0.0001121141,0.0001479814,0.00007441852],"domain_scores_gemma":[0.9993989,0.0003412895,0.0001039087,0.00003722242,0.00008894212,0.00002960456],"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":[0.00001725712,0.00001011248,0.0001670466,0.00002214075,0.00001074515,0.00006759985,0.000024862,0.9930332,0.0009608485,0.003213277,0.00005076852,0.00242231],"study_design_scores_gemma":[0.000002922239,0.000008573962,0.00003619049,0.000003311883,0.000007138791,0.000009042912,0.000004169615,0.9981239,0.0004329014,0.001160803,0.0002081332,0.000002830698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02860269,0.0002723735,0.9679101,0.00007859901,0.00004530752,0.00009469591,0.000107189,0.0006161549,0.002272771],"genre_scores_gemma":[0.8168419,0.0007514933,0.1754857,0.0000347914,0.00003537824,0.0004339948,0.0002758356,0.0001191932,0.006021635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02215055,"threshold_uncertainty_score":0.04404324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04383156251320724,"score_gpt":0.2864761231125712,"score_spread":0.242644560599364,"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."}}