{"id":"W2011639204","doi":"10.1016/j.comnet.2010.06.017","title":"Topology-aware wavelength partitioning for DWDM OBS networks: A novel approach for absolute QoS provisioning","year":2010,"lang":"en","type":"article","venue":"Computer Networks","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Tabu search; Quality of service; Provisioning; Computer network; Network topology; Integer programming; Linear programming; Wavelength-division multiplexing; Topology (electrical circuits); Optical burst switching; Distributed computing; Algorithm; Wavelength; Optical performance monitoring; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002578062,0.0004129935,0.0004751854,0.00008865823,0.0003367249,0.0001255648,0.0005283777,0.0005778215,0.000006059296],"category_scores_gemma":[0.00004286201,0.0004120115,0.000196751,0.0002715297,0.0001721612,0.0002253324,0.0002114227,0.0008787137,0.000002080504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005352503,"about_ca_system_score_gemma":0.00001450086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.834016e-7,"about_ca_topic_score_gemma":0.000006787398,"domain_scores_codex":[0.9977254,0.0000101753,0.0004872941,0.0005845409,0.000111371,0.001081244],"domain_scores_gemma":[0.9984785,0.0005873428,0.00009442237,0.0005652888,0.0001313262,0.000143103],"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":[0.00002183874,0.00003929663,0.0000415618,0.00005893989,0.00006188526,0.000001121458,0.0000248683,0.8834333,0.00003768521,0.00524968,0.007451247,0.1035786],"study_design_scores_gemma":[0.0008324379,0.0001243022,0.0001167288,0.00005943072,0.0000340873,0.00001712629,0.00001918899,0.9852187,0.00002123558,0.001226879,0.01183813,0.0004917447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001459803,0.0003595704,0.9913078,0.0001068298,0.003290046,0.00135627,0.00001368626,0.001956894,0.0001491122],"genre_scores_gemma":[0.2514949,0.00003994805,0.7428337,0.0001347946,0.004458121,0.0007298069,0.0001482033,0.0001193062,0.00004118165],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2500351,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404471121846626,"score_gpt":0.2295407779054701,"score_spread":0.2154960666870038,"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."}}