{"id":"W2136467446","doi":"10.1109/icsmc.1995.538439","title":"Towards an optimal deadlock avoidance algorithm for flexible manufacturing systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Petri Nets in System Modeling","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Deadlock; Deadlock prevention algorithms; Computer science; Distributed computing; Algorithm; Mathematical optimization; Mathematics","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":[0.0005160641,0.000235013,0.000290655,0.0001497601,0.0002351454,0.000533603,0.001455197,0.0001083582,0.00002828627],"category_scores_gemma":[0.0000144116,0.0002143132,0.00009128413,0.000204358,0.00002111714,0.001143908,0.0002261392,0.000122934,0.00009862314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131131,"about_ca_system_score_gemma":0.00002803611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007014569,"about_ca_topic_score_gemma":0.000001892251,"domain_scores_codex":[0.9978061,0.0000619054,0.0004179556,0.0006914617,0.0004275218,0.0005950689],"domain_scores_gemma":[0.9985731,0.00007552573,0.0001135172,0.0009313278,0.0001102114,0.0001963195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004302975,0.0001182488,0.000006800743,0.000113506,0.00004231882,0.00002268318,0.0008490788,0.101424,0.0001728144,0.01223958,0.003746552,0.8812602],"study_design_scores_gemma":[0.0003542204,0.0001027643,0.000007673657,0.00004014746,0.000004001654,0.00008489289,0.0000641894,0.9782348,0.01149732,0.0001502205,0.009159314,0.000300474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003086493,0.0007271252,0.9855881,0.0001059651,0.001235975,0.000426931,0.00000790717,0.0008917912,0.007929694],"genre_scores_gemma":[0.2930532,0.00001401981,0.7018365,0.0001198976,0.0003552258,0.0001055405,0.000001850738,0.00002471565,0.004489085],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8809597,"threshold_uncertainty_score":0.8739437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04783310153742055,"score_gpt":0.2711888790280862,"score_spread":0.2233557774906657,"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."}}