{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004552625,0.001097636,0.0005737047,0.0005257449,0.0005195071,0.001146919,0.001439763,0.001237072,0.02550224],"category_scores_gemma":[0.001728703,0.000397688,0.000766871,0.0006678868,0.0003337993,0.001582119,0.0006034856,0.001927147,0.01028265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008318836,"about_ca_system_score_gemma":0.0007947016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321206,"about_ca_topic_score_gemma":0.002640042,"domain_scores_codex":[0.9996741,0.00006901228,0.00001244612,0.00003969945,0.0001787204,0.00002607124],"domain_scores_gemma":[0.9994743,0.0001759245,0.00005054226,0.0001104028,0.000175804,0.00001297504],"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":[0.00004194953,0.00008263074,0.0002841257,0.0003046579,0.00004210115,0.0002079136,0.0000815829,0.7155326,0.01507919,0.1859877,0.01361554,0.06873997],"study_design_scores_gemma":[0.000005054282,0.00002381349,0.00005628276,0.00001829211,0.000007882763,0.00005676077,0.000006574109,0.9600885,0.001452241,0.01390009,0.02437588,0.000008626871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001693113,0.0005798289,0.9745073,0.0002038312,0.0001976431,0.00009679826,0.000462111,0.00138769,0.02087165],"genre_scores_gemma":[0.2795257,0.004802649,0.5677673,0.0005788023,0.0004978515,0.001616088,0.002220932,0.002127066,0.1408635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02550224,"threshold_uncertainty_score":0.0853135,"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."}}