{"id":"W1830625249","doi":"10.1109/icc.2003.1204643","title":"Reconfiguration with no service disruption in multifiber WDM networks based on Lagrangean decomposition","year":2004,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Control reconfiguration; Router; Network topology; Computer science; Topology (electrical circuits); Wavelength-division multiplexing; Computer network; Decomposition; Distributed computing; Logical topology; Wavelength; Mathematics; Physics","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":[0.00004862616,0.0001429918,0.0001113871,0.00008378857,0.00003019982,0.00002194084,0.00007005478,0.0001262241,0.00002825152],"category_scores_gemma":[0.000007667652,0.0001210362,0.00001622943,0.0003445156,0.00001699266,0.0001848325,0.000005875097,0.0002090057,0.00007090649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644953,"about_ca_system_score_gemma":0.000004178813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002203705,"about_ca_topic_score_gemma":0.00100205,"domain_scores_codex":[0.9993668,0.000008592888,0.0001541146,0.0001689917,0.00008944554,0.0002121155],"domain_scores_gemma":[0.9996749,0.00004996545,0.00001807983,0.0001857077,0.00003959128,0.00003182362],"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":[0.00005131143,0.00002846599,0.0001017463,0.00001471007,0.000003140948,0.000004920368,0.0000124265,0.9902505,0.0006744336,0.0006998624,0.00001398318,0.008144507],"study_design_scores_gemma":[0.0008154174,0.0001038066,0.003302886,0.0001401405,0.000004604552,0.000001757456,0.00002475525,0.9936224,0.001283228,0.0003859252,0.0001169926,0.0001980884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2083148,0.00002324538,0.7778389,0.0004999518,0.0001419167,0.000376388,0.000001621897,0.001427401,0.0113757],"genre_scores_gemma":[0.9282922,0.00001541808,0.07129812,0.0002223505,0.00004236534,0.000041129,0.00004874471,0.00002735209,0.00001236774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7199773,"threshold_uncertainty_score":0.4935711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006260286754845345,"score_gpt":0.2173792638395044,"score_spread":0.211118977084659,"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."}}