{"id":"W2089006026","doi":"10.1117/12.630012","title":"Contention avoidance in slotted optical networks","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Wavelength-division multiplexing; Computer network; Bandwidth (computing); Traffic grooming; Multiwavelength optical networking; Passive optical network; Multiplexing; Optical burst switching; Bandwidth allocation; Transmission (telecommunications); Wavelength; Optical performance monitoring; Telecommunications; Optics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004768141,0.0004016138,0.0005292254,0.0001455794,0.00005339982,0.00008039134,0.0009707093,0.0003748786,0.00000970477],"category_scores_gemma":[0.000548997,0.0003651872,0.0004644307,0.0005692355,0.0003149742,0.0007203219,0.0001694626,0.0007175643,0.000003379003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003316186,"about_ca_system_score_gemma":0.00001152488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002027778,"about_ca_topic_score_gemma":8.004454e-7,"domain_scores_codex":[0.997502,1.161697e-8,0.0009150341,0.0003993833,0.0005267382,0.0006568657],"domain_scores_gemma":[0.998702,0.0002054703,0.0001817014,0.00008395364,0.0007081634,0.0001186816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009757109,0.0001419671,0.0005092686,0.0003385721,0.0002927424,2.900693e-7,0.00008398419,0.07371892,0.2674181,0.6507919,0.002382587,0.004224116],"study_design_scores_gemma":[0.001658132,0.0002127905,0.002057548,0.0005371901,0.00009192683,0.00001792588,0.0007260955,0.9344861,0.05322884,0.002312832,0.004018405,0.0006522099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924777,0.0004436558,0.001312942,0.001601386,0.0002746501,0.0005626966,0.000013335,0.0004656068,0.002848054],"genre_scores_gemma":[0.7503925,0.0003791974,0.2484007,0.00007166365,0.0004361885,0.0001386626,0.000006761309,0.00008934105,0.00008500597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607672,"threshold_uncertainty_score":0.99988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009312708508956598,"score_gpt":0.217518733404304,"score_spread":0.2082060248953474,"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."}}