{"id":"W2489691597","doi":"10.4018/978-1-4666-1842-8.ch012","title":"Greening the Survivable Optical Networks","year":2013,"lang":"en","type":"book-chapter","venue":"Advances in environmental engineering and green technologies book series","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Provisioning; Unavailability; Survivability; Computer network; Software deployment; Spare part; Energy consumption; Computer science; Quality of service; Bandwidth (computing); Telecommunications; Engineering; Reliability engineering; Operations management","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":[0.00007912516,0.0007511774,0.0006120302,0.0001863429,0.0001075393,0.00004602013,0.0006026647,0.000804488,0.0000522573],"category_scores_gemma":[0.00002709441,0.0006286451,0.00008664918,0.00007618972,0.001071455,0.0009313786,0.0005967107,0.001577668,0.00003467216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001903748,"about_ca_system_score_gemma":0.000002997471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002280347,"about_ca_topic_score_gemma":0.00001359186,"domain_scores_codex":[0.9981052,0.000003862195,0.0004755098,0.0005089157,0.0002203123,0.0006862379],"domain_scores_gemma":[0.9989873,0.0002027956,0.00007222965,0.0006823874,0.00000474393,0.00005057947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000142847,0.00000899416,0.00007868943,0.0001855792,0.00009952016,0.00008331026,0.0000217852,0.5318875,0.00011138,0.09825238,0.0001456682,0.3691109],"study_design_scores_gemma":[0.0003402139,0.0002221782,0.0001142644,0.0005981922,0.00006381075,0.000150941,0.0003525492,0.08728226,0.0004415661,0.03289056,0.8756489,0.001894556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001771368,0.8017811,0.02524178,0.0009630189,0.001133902,0.002232848,0.00008473013,0.0152322,0.1515591],"genre_scores_gemma":[0.0792166,0.8088915,0.03803888,0.00008287153,0.0002499148,0.0006156121,0.00007933363,0.0007045578,0.07212077],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8755032,"threshold_uncertainty_score":0.9996165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003240375749043815,"score_gpt":0.1580834844572357,"score_spread":0.1548431087081919,"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."}}