{"id":"W4385315994","doi":"10.1364/cleo_si.2023.sf2h.5","title":"Analysis of Non-Saturable Absorption for Optimization of L-Band EDF Performance","year":2023,"lang":"en","type":"article","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada); Université Laval","funders":"","keywords":"Saturable absorption; Ytterbium; Yttrium; Absorption (acoustics); Amplifier; Materials science; Absorption band; Cluster analysis; Ka band; Erbium; Doping; Optoelectronics; Optics; Computer science; Fiber laser; Physics; Wavelength; CMOS","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":[0.0003144464,0.0005617097,0.0003027742,0.0003239077,0.0002362813,0.0004110967,0.0003787086,0.0004625885,0.00152586],"category_scores_gemma":[0.0006250907,0.0001444834,0.0002965223,0.0003925743,0.0001789319,0.0003502808,0.0002231339,0.0002919276,0.0003681712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009201781,"about_ca_system_score_gemma":0.0002778476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771597,"about_ca_topic_score_gemma":0.002938756,"domain_scores_codex":[0.9997848,0.00001928759,0.000008628613,0.00005462466,0.00008634593,0.00004640725],"domain_scores_gemma":[0.9996579,0.0001631281,0.00005982896,0.00003191626,0.00007492154,0.0000122963],"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":[0.00006849928,0.00003903247,0.0007874207,0.00009695943,0.00001192567,0.00003073691,0.00002551593,0.006577004,0.9865103,0.0002932887,0.00006002473,0.005499396],"study_design_scores_gemma":[0.00000283523,0.0001052113,0.002277103,0.000008984796,0.00001448766,0.00002267322,0.00001241528,0.02260511,0.9741803,0.00005834847,0.0007042909,0.000008219782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942833,0.001390449,0.05054165,0.0001154251,0.00002358971,0.00006413467,0.0004318835,0.0003025513,0.004297221],"genre_scores_gemma":[0.9879636,0.0003694678,0.0100511,0.00001701563,0.000003668643,0.0000423243,0.000132572,0.00006724821,0.001352937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001771597,"threshold_uncertainty_score":0.006676376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139598760051417,"score_gpt":0.2258567050279188,"score_spread":0.2144607174274046,"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."}}