{"id":"W2903519021","doi":"10.22215/etd/2013-09941","title":"Steady-State Simulation of Microwave Photonic Systems","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Microwave; Electronic engineering; Photonics; Computer science; Steady state (chemistry); Harmonic balance; Harmonic; SIGNAL (programming language); Process (computing); Field (mathematics); Extremely high frequency; Engineering; Electrical engineering; Telecommunications; Physics; Optoelectronics; Acoustics","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":[0.0006356957,0.000358034,0.00063358,0.0004758131,0.0005535136,0.001198693,0.0009705515,0.001396543,0.005295481],"category_scores_gemma":[0.003494117,0.0004317008,0.0006082127,0.0004350477,0.0008232088,0.0008890641,0.0008705972,0.0008759212,0.0007117182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006703978,"about_ca_system_score_gemma":0.0009430535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00491172,"about_ca_topic_score_gemma":0.003179215,"domain_scores_codex":[0.9997322,0.00009007242,0.00001082628,0.00003510105,0.00008343989,0.00004838248],"domain_scores_gemma":[0.9985679,0.001020383,0.00006182145,0.00007954772,0.0002165408,0.00005384506],"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":[0.00003133123,0.00003507185,0.0005832212,0.00003960397,0.00001806389,0.00004442707,0.00005361029,0.9700454,0.0006954383,0.02483253,0.0007212553,0.002900174],"study_design_scores_gemma":[0.000004616312,0.000003612171,0.00003610468,0.000003100611,0.000001418361,0.000003023325,0.000006309762,0.9966573,0.0001241697,0.002757313,0.0004012275,0.000001923884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2489709,0.001313717,0.6304064,0.002375862,0.0004162316,0.0002326637,0.001160729,0.001309511,0.1138141],"genre_scores_gemma":[0.9141392,0.0006008134,0.06695838,0.0002941526,0.00007573594,0.0004456392,0.000803184,0.0002132498,0.01646964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005295481,"threshold_uncertainty_score":0.01771516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009589845414764401,"score_gpt":0.2334564321786373,"score_spread":0.2238665867638729,"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."}}