{"id":"W2752547218","doi":"10.1117/12.2283850","title":"Large signal laser modeling for analog communications","year":2017,"lang":"en","type":"article","venue":"","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Laser; Modulation (music); Frequency modulation; Optics; Bandwidth (computing); Oscillation (cell signaling); SIGNAL (programming language); Biasing; Pulse-frequency modulation; Intensity modulation; Analog transmission; Laser power scaling; Optical modulation amplitude; Physics; Semiconductor laser theory; Amplitude modulation; Materials science; Acoustics; Analog signal; Voltage; Phase modulation; Telecommunications; Computer science; Optical amplifier; Chemistry; Phase noise","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":[],"consensus_categories":[],"category_scores_codex":[0.00006853701,0.00005516115,0.00007235525,0.00001541084,0.0002389838,0.00008146705,0.0003705634,0.0000365181,0.0001005296],"category_scores_gemma":[0.00001800247,0.00004823483,0.00004060294,0.00001082736,0.00001737465,0.0001496297,0.00005396591,0.00005540523,0.00002629917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008326925,"about_ca_system_score_gemma":0.000003577355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001667251,"about_ca_topic_score_gemma":0.000156289,"domain_scores_codex":[0.9996808,0.000002435069,0.00008320068,0.00006092734,0.00003429587,0.0001383456],"domain_scores_gemma":[0.9993229,0.00003883569,0.000009685311,0.0005553497,0.00002898949,0.00004424025],"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":[0.00005568008,0.0004907289,0.009053566,0.0006474044,0.0008917035,0.000008723617,0.001452665,0.3253259,0.05259433,0.5429881,0.04891567,0.01757551],"study_design_scores_gemma":[0.000171162,0.000005155785,0.00006058972,0.000006756611,0.000009810447,1.964091e-7,0.00005974268,0.9895403,0.001235979,0.001307521,0.007525451,0.00007731837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5689787,0.0006283601,0.2952187,0.0008807355,0.0003908081,0.0003586911,0.000117337,0.0005085415,0.1329181],"genre_scores_gemma":[0.9932179,0.0000419353,0.006351025,0.00008311056,0.0000479604,0.00001704833,0.00001550842,0.00001238561,0.0002131226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6642144,"threshold_uncertainty_score":0.1966959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0555689315291358,"score_gpt":0.2950804533379088,"score_spread":0.239511521808773,"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."}}