{"id":"W2152656682","doi":"10.1109/68.942653","title":"Serial topology of wide-band erbium-doped fiber amplifier for WDM applications","year":2001,"lang":"en","type":"article","venue":"IEEE Photonics Technology Letters","topic":"Optical Network Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Wavelength-division multiplexing; Topology (electrical circuits); Erbium; Amplifier; Optical amplifier; C band; Electronic engineering; Computer science; Optics; Physics; Optoelectronics; Wavelength; Electrical engineering; Engineering; Doping; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001122664,0.0002466889,0.0004017252,0.0003410881,0.00007556397,0.00001251613,0.0005905702,0.000586379,0.00004750137],"category_scores_gemma":[0.00006165605,0.0002651761,0.0001022275,0.0006154746,0.0005800843,0.0000659215,0.00005318302,0.0004022105,0.00005161404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008654763,"about_ca_system_score_gemma":0.00001627397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004665816,"about_ca_topic_score_gemma":0.00001635344,"domain_scores_codex":[0.9985348,0.000008055304,0.000456865,0.0003383943,0.00009157295,0.0005702982],"domain_scores_gemma":[0.9988953,0.0001909701,0.00008241952,0.0007294546,0.00006085372,0.00004103674],"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":[0.0001236931,0.0001436181,0.001664493,0.0001826446,0.0003821095,0.00002647237,0.00004988418,0.02120391,0.9087303,0.02149505,0.0258081,0.02018969],"study_design_scores_gemma":[0.0014696,0.0001888742,0.0001118063,0.00003015492,0.0001168895,0.00006740879,0.00007278164,0.005606692,0.6895881,0.01749737,0.2845375,0.0007127521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302463,0.0002849972,0.05945442,0.005297096,0.0005269048,0.001102332,0.0000361089,0.002139869,0.0009119739],"genre_scores_gemma":[0.9659504,0.0002134189,0.03205734,0.0004489881,0.00007354514,0.001085733,0.00001278808,0.00007847335,0.0000792553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2587294,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009127579166009626,"score_gpt":0.2278567443736418,"score_spread":0.2187291652076322,"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."}}