{"id":"W4377082577","doi":"10.1364/ofc.2023.th3c.3","title":"Bandwidth-Dependent Gain Deviation in E+S band Bismuth Doped Fiber Amplifier under Automatic Gain Control","year":2023,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Huawei Technologies (Canada)","funders":"","keywords":"Automatic gain control; Bandwidth (computing); Wideband; Materials science; Fully differential amplifier; Open-loop gain; Bismuth; Optical amplifier; Amplifier; Optoelectronics; Electronic engineering; Optics; Computer science; Physics; Telecommunications; Differential amplifier; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003386889,0.0001909448,0.0002566163,0.0002670345,0.00003257034,0.00006165642,0.0001699156,0.0001986611,0.0005151611],"category_scores_gemma":[0.0001014485,0.0001683087,0.00004635207,0.0006455044,0.00003405265,0.0001281537,0.00003920371,0.0002297972,0.001160863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001376539,"about_ca_system_score_gemma":0.00001166673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001643983,"about_ca_topic_score_gemma":0.00009897998,"domain_scores_codex":[0.9987352,0.00003606165,0.0003413972,0.0002163324,0.000209411,0.0004615638],"domain_scores_gemma":[0.9993013,0.0003110817,0.0000220472,0.0002894743,0.00001950425,0.00005659607],"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":[0.00001384568,0.00005246673,0.003713882,0.0001472851,0.0001290083,0.00005516076,0.0001571321,0.9365471,0.002392238,0.01099017,0.01302595,0.03277579],"study_design_scores_gemma":[0.001268746,0.00002798664,0.01498246,0.00005508772,0.00001875672,0.000002682125,0.0001969333,0.9743087,0.001792498,0.006621235,0.0003847654,0.0003400968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235028,0.0001916559,0.04812294,0.001610697,0.000379873,0.0008967299,0.00001146728,0.007443953,0.01783985],"genre_scores_gemma":[0.9968185,0.00004373247,0.001487815,0.0001177407,0.00003571661,0.00008311423,0.00001215285,0.00004376845,0.00135747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07331567,"threshold_uncertainty_score":0.9996169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325759479488945,"score_gpt":0.2282086060236097,"score_spread":0.2149510112287202,"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."}}