{"id":"W2879937952","doi":"10.1007/s12200-018-0811-3","title":"Performance of coherent optical fiber transmission systems","year":2018,"lang":"en","type":"article","venue":"Frontiers of Optoelectronics","topic":"Optical Network Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Transmission (telecommunications); Fiber; Optical fiber; Optics; Telecommunications; Materials science; Physics; Composite material","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":[0.0001027598,0.0001397522,0.0002996735,0.00007617381,0.00002414842,0.000006767044,0.0002557159,0.0001704724,0.00002112866],"category_scores_gemma":[0.00001096223,0.0001274938,0.00005895333,0.000204902,0.0002184995,0.00007863979,0.0000238688,0.000196783,0.00001123659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008173441,"about_ca_system_score_gemma":0.00002945158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001387957,"about_ca_topic_score_gemma":3.279576e-7,"domain_scores_codex":[0.9990323,0.000008361765,0.0003073032,0.0001260886,0.0001617813,0.0003641455],"domain_scores_gemma":[0.9995542,0.00001842013,0.00004190683,0.0002588917,0.00007695607,0.00004969485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007195379,0.0004666064,0.007260852,0.00247893,0.001213652,0.000005502105,0.0005132732,0.2098799,0.05447108,0.02535208,0.1933266,0.504312],"study_design_scores_gemma":[0.0003160033,0.000955822,0.0002411271,0.00009899573,0.00004442733,0.000004001164,0.00004331087,0.8755757,0.09993267,0.0000855727,0.02248935,0.0002129709],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669663,0.006454375,0.01919312,0.00002659214,0.0004173415,0.0002096546,0.000003511341,0.0002718532,0.006457251],"genre_scores_gemma":[0.9636701,0.000720142,0.03539789,0.000001348224,0.00004815056,0.000008388164,0.000003019479,0.00002744292,0.0001235655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6656958,"threshold_uncertainty_score":0.5199048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004503140803360461,"score_gpt":0.1883888434050724,"score_spread":0.1838857026017119,"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."}}