{"id":"W1993884258","doi":"10.1109/sopo.2012.6270477","title":"Picosecond Gain Recovery Dynamics in Semiconductor Optical Amplifiers and Three-Wavelength Devices","year":2012,"lang":"en","type":"article","venue":"","topic":"Optical Network Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Picosecond; Ultrashort pulse; Optical amplifier; Semiconductor optical gain; Amplifier; Carrier recovery; Wavelength; Optoelectronics; Semiconductor laser theory; Materials science; Semiconductor; Optics; Physics; Laser; Telecommunications; Carrier signal; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001617294,0.0001652809,0.0002004773,0.0001075988,0.00001926618,0.00003656935,0.0001214738,0.0002134166,0.00007551529],"category_scores_gemma":[0.00006928095,0.0001515056,0.00002495237,0.0001731191,0.0000864663,0.0003314347,0.00008398247,0.0003056286,0.00003454106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743322,"about_ca_system_score_gemma":0.000005375861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010191,"about_ca_topic_score_gemma":0.0006634735,"domain_scores_codex":[0.9990655,0.000007447158,0.000205135,0.0001512264,0.00007708407,0.0004936667],"domain_scores_gemma":[0.9994847,0.0001935047,0.0000118966,0.0001956702,0.000009003579,0.000105184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002532708,0.0001369419,0.267511,0.0003003219,0.0001433913,0.00001610036,0.0001551067,0.002946103,0.001569528,0.4599649,0.001737725,0.2654935],"study_design_scores_gemma":[0.0009483105,0.0001498763,0.06677046,0.0001238508,0.00004549355,0.00005930772,0.00236075,0.9075636,0.002881793,0.01547901,0.00215016,0.001467386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791827,0.0006731958,0.003497441,0.00009122917,0.0002153425,0.000125649,0.000004978987,0.0005062336,0.01570322],"genre_scores_gemma":[0.9815344,0.0001444391,0.01811368,0.00005736138,0.00005647627,0.00001111234,0.000005368639,0.00002891652,0.0000482976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9046175,"threshold_uncertainty_score":0.6178221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353138895034729,"score_gpt":0.2107834149907053,"score_spread":0.197252026040358,"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."}}