{"id":"W641618483","doi":"10.1016/j.procs.2015.05.027","title":"Analysis on the Effect of Adopting Green SLA on Optical WDM Networks","year":2015,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Advanced Optical Network Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Wavelength-division multiplexing; Telecommunications; Computer network; Optoelectronics; Wavelength","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":[0.0007232362,0.0001596301,0.0002397327,0.0001830325,0.00007267349,0.00004719941,0.0007914634,0.00006224582,0.000001137255],"category_scores_gemma":[0.0002834905,0.00009956938,0.00006365698,0.002292083,0.0004189406,0.0001278637,0.0002261313,0.0002944253,0.00001266799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006295365,"about_ca_system_score_gemma":0.00001456233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001030497,"about_ca_topic_score_gemma":0.000001089156,"domain_scores_codex":[0.9986913,0.00001620945,0.0001822332,0.0002930609,0.0004326101,0.0003845403],"domain_scores_gemma":[0.9987566,0.0006133952,0.00003740023,0.0004140291,0.00007251471,0.0001060527],"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":[0.000008511093,0.000005607073,0.001464401,0.000008750291,0.00002332195,0.000002284035,0.00003650594,0.9212766,0.00002147024,0.002209841,0.00005887695,0.07488383],"study_design_scores_gemma":[0.00009368671,0.0003953969,0.001295157,0.00002973698,0.00002963206,0.000001558593,0.000004850097,0.9961881,0.00161209,0.0001930513,0.0000411087,0.0001156034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3536639,0.00007132045,0.6440284,0.0001730049,0.0002902375,0.0001923816,4.532232e-7,0.0004654059,0.001114989],"genre_scores_gemma":[0.9563727,0.000004735261,0.04341557,0.00005715112,0.0001213351,0.00001507639,4.0198e-7,0.00001025672,0.000002799592],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6027088,"threshold_uncertainty_score":0.4060321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142964594095604,"score_gpt":0.2266874865555787,"score_spread":0.2152578406146226,"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."}}