{"id":"W2309741164","doi":"","title":"How Much Wavelength Conversion Allows a Reduction in the Blocking Rate","year":2006,"lang":"en","type":"article","venue":"Les Cahiers du GERAD","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université de Montréal; Concordia University","funders":"","keywords":"Tabu search; Blocking (statistics); Heuristic; Routing and wavelength assignment; Network topology; Computer science; Wavelength-division multiplexing; Mathematical optimization; Partition (number theory); Algorithm; Mathematics; Topology (electrical circuits); Computer network; Wavelength; Optics","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":[0.0001366318,0.0001412931,0.0001242961,0.00008547588,0.0001031203,0.00005185189,0.0001800756,0.0001704232,0.000003167122],"category_scores_gemma":[0.00003955903,0.0001135912,0.00004103371,0.0002995622,0.000143781,0.0001473565,0.00001784927,0.0004450208,0.00000552718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001427443,"about_ca_system_score_gemma":0.0000032072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001397754,"about_ca_topic_score_gemma":0.00001656983,"domain_scores_codex":[0.9992901,0.00003258563,0.0001271728,0.0001599128,0.0001078655,0.0002823337],"domain_scores_gemma":[0.9996493,0.00008794096,0.00002389391,0.0002079428,0.00001520373,0.00001565384],"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":[0.0001189803,0.0002217066,0.00245949,0.0003302784,0.0001368816,0.0005409951,0.004604916,0.1773331,0.09324687,0.4240211,0.02614329,0.2708424],"study_design_scores_gemma":[0.00425064,0.0002784095,0.01022061,0.0002525021,0.0001224182,0.0003670148,0.02702844,0.4999438,0.05867611,0.2431113,0.153043,0.002705811],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851684,0.0003481191,0.01070616,0.001768235,0.0002507551,0.0001797654,0.000001178657,0.0005774992,0.0009999134],"genre_scores_gemma":[0.9857552,0.0001901318,0.01363625,0.00003816143,0.0001639702,0.00002158628,0.000007545897,0.00002265367,0.0001645044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3226107,"threshold_uncertainty_score":0.4632114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005100942664351018,"score_gpt":0.1725827133046261,"score_spread":0.1674817706402751,"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."}}