{"id":"W2334206875","doi":"10.1364/acpc.2015.as4g.3","title":"Modeling Next Generation Transparent Optical Network","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Computer science; Blocking (statistics); Node (physics); Computer network; Metric (unit); Process (computing); Service (business); Distributed computing; Engineering; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347057,0.0005404771,0.0003321799,0.0003885162,0.0004120342,0.0008036853,0.001181772,0.001053696,0.002314741],"category_scores_gemma":[0.001042873,0.0002327494,0.0004853499,0.0004163834,0.0004712518,0.001414803,0.0005665343,0.0006611645,0.0003682525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001290945,"about_ca_system_score_gemma":0.0009057882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227304,"about_ca_topic_score_gemma":0.007991442,"domain_scores_codex":[0.999679,0.0000779422,0.000008170715,0.00004845416,0.0001066714,0.0000797468],"domain_scores_gemma":[0.9997054,0.00008662591,0.00006766744,0.00003107154,0.00008391013,0.00002531199],"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":[0.00002417847,0.00001863209,0.0003690848,0.00001459107,0.000008560432,0.0001033603,0.00003090905,0.9732038,0.00170602,0.02202698,0.0004330698,0.002060848],"study_design_scores_gemma":[0.000002561843,0.000006596574,0.00006838865,0.000001397692,0.000002031259,0.0000154355,0.000005224629,0.9969831,0.0001228855,0.002497223,0.0002926132,0.000002546582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2909594,0.0006725013,0.6618625,0.0009153098,0.0002461151,0.0001257992,0.0007282698,0.0005879368,0.04390231],"genre_scores_gemma":[0.9590222,0.0004748818,0.02284204,0.0001209712,0.00005752911,0.0001239441,0.0002215354,0.00007377781,0.01706327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01227304,"threshold_uncertainty_score":0.02440321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210025421730802,"score_gpt":0.264016088368296,"score_spread":0.1430135461952159,"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."}}