{"id":"W1986447545","doi":"10.1109/inm.2009.5188806","title":"PCE-based hierarchical segment restoration","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Scalability; Computer network; Quality of service; Distributed computing; Hierarchy; Routing (electronic design automation)","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":[0.0002979068,0.0003444962,0.0003519092,0.0005696198,0.0005474608,0.0006045941,0.00107974,0.0005049338,0.0028968],"category_scores_gemma":[0.0007844895,0.0001609116,0.0002953643,0.0003667876,0.0004431101,0.000948591,0.0009787094,0.0005268257,0.0005482636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007532261,"about_ca_system_score_gemma":0.000818695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005868116,"about_ca_topic_score_gemma":0.006637355,"domain_scores_codex":[0.9997509,0.00002681693,0.00001060175,0.0000560357,0.00009775848,0.00005787769],"domain_scores_gemma":[0.9995204,0.00007441275,0.00005348419,0.0001680918,0.0001383948,0.00004525291],"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":[0.0006740089,0.0003739115,0.002525754,0.0001842467,0.00006455056,0.0003073633,0.0002562135,0.4967313,0.1283514,0.01562375,0.007645878,0.3472617],"study_design_scores_gemma":[0.00002753438,0.0001512249,0.001066556,0.000006802925,0.00001659322,0.0001452811,0.00004915195,0.9598675,0.03144941,0.002739418,0.004460428,0.00002013049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1851348,0.0005435898,0.7940297,0.0003350247,0.0001099784,0.0002798398,0.0002708379,0.00643186,0.01286433],"genre_scores_gemma":[0.8945407,0.0001045154,0.09785188,0.00009139025,0.00001828928,0.00006150344,0.000314068,0.00007237124,0.006945189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005868116,"threshold_uncertainty_score":0.01166791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01003988289159707,"score_gpt":0.2240687254602756,"score_spread":0.2140288425686786,"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."}}