{"id":"W2969170468","doi":"10.1016/j.yofte.2019.101971","title":"SOA/EDFA/RAMAN optical amplifier for DWDM systems at the edge of L &amp; U wavelength bands","year":2019,"lang":"en","type":"article","venue":"Optical Fiber Technology","topic":"Optical Network Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Optiwave Systems (Canada)","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Optical amplifier; Wavelength-division multiplexing; Amplifier; Optics; Flatness (cosmology); Noise figure; Materials science; Optoelectronics; Raman amplification; Wavelength; Physics; Laser","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":[0.0001501591,0.0002144143,0.0001559577,0.0002822939,0.0005091524,0.0004510414,0.0005200878,0.0003116674,0.005460605],"category_scores_gemma":[0.0001829,0.0001604451,0.0001664294,0.0002595928,0.0001813932,0.000397545,0.0002326116,0.0003987848,0.001137361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509156,"about_ca_system_score_gemma":0.0004241467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452525,"about_ca_topic_score_gemma":0.006174227,"domain_scores_codex":[0.9999031,0.000008897812,0.000003725624,0.00002021539,0.00003649964,0.00002761498],"domain_scores_gemma":[0.9998749,0.00002549181,0.00001298589,0.00001225455,0.00005953786,0.00001472407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003867344,0.00009591345,0.001396107,0.0001347728,0.00002702537,0.0001787092,0.00008619956,0.001262449,0.924933,0.005246209,0.001953624,0.06429929],"study_design_scores_gemma":[0.00004440482,0.000505989,0.00437048,0.00004176299,0.0000648479,0.0005660654,0.0001211661,0.05734278,0.9135041,0.002292407,0.02111572,0.00003029859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280725,0.001628737,0.1197518,0.0008450624,0.0002477759,0.0001640311,0.0005598267,0.002121796,0.04660851],"genre_scores_gemma":[0.9547078,0.0003515873,0.03167528,0.000105788,0.00004868893,0.00002254985,0.0001233618,0.00003292051,0.01293197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005460605,"threshold_uncertainty_score":0.01826757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105612783971949,"score_gpt":0.2243564810943424,"score_spread":0.2133003532546229,"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."}}