{"id":"W2379257414","doi":"","title":"A Deadlock Free Scheduling of Flexible Manufacturing System Based on Beam Search and Banker's Algorithm","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Deadlock; Computation; Scheduling (production processes); Distributed computing; Algorithm; Heuristic; Dynamic priority scheduling; Mathematical optimization; Quality of service; Computer network","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008558419,0.0001611247,0.0001839898,0.0001925447,0.000168003,0.00002820308,0.0002293696,0.00008254796,0.000009309067],"category_scores_gemma":[3.913527e-7,0.0001749171,0.00005034966,0.0002086772,0.00004801398,0.00005046809,0.00005292214,0.0001614563,0.00002740237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005837904,"about_ca_system_score_gemma":0.00002321367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001625936,"about_ca_topic_score_gemma":3.439914e-7,"domain_scores_codex":[0.9991149,0.00001282813,0.0002553934,0.0002512368,0.0001517179,0.0002139779],"domain_scores_gemma":[0.9993786,0.00006373089,0.00002794478,0.0003683314,0.00006194061,0.00009949427],"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":[0.000002756613,0.00005243671,0.00007827653,0.0001467391,0.00003695087,0.000002831852,0.0002094409,0.9557627,0.0007263386,0.0001378715,0.00008936129,0.04275424],"study_design_scores_gemma":[0.0004823968,0.00001930272,0.0005622609,0.00006256516,0.00001173259,0.0000342291,0.00005962115,0.9169347,0.08067106,0.000009036306,0.0009729942,0.0001801112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03498944,0.0002158071,0.9634796,0.00003096537,0.00003136326,0.0003649086,0.0000327686,0.0004717199,0.000383414],"genre_scores_gemma":[0.2182094,0.00001380923,0.7814095,0.00003655167,0.0001138957,0.0001239512,0.00002572191,0.00003482592,0.00003228041],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.18322,"threshold_uncertainty_score":0.7132912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057803760093953,"score_gpt":0.2064699242105267,"score_spread":0.1958918866095872,"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."}}