{"id":"W1985455362","doi":"10.1163/156939308787522474","title":"Full Wave Sensitivity Analysis of Guided Wave Structures Using FDTD","year":2008,"lang":"en","type":"article","venue":"Journal of Electromagnetic Waves and Applications","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Finite-difference time-domain method; Sensitivity (control systems); Simple (philosophy); Wave propagation; Propagation constant; Computer science; Constant (computer programming); Computational physics; Acoustics; Physics; Optics; Electronic engineering; Engineering","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":[0.0002165789,0.0001498058,0.0004740176,0.0003543453,0.00009132489,0.00001301922,0.00005810037,0.00007300008,0.0000740278],"category_scores_gemma":[0.00004493039,0.0001334054,0.0001799908,0.0009612697,0.0001028521,0.00005947175,0.0000141414,0.0001886289,2.583889e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003457827,"about_ca_system_score_gemma":0.00003619566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000093153,"about_ca_topic_score_gemma":0.000003061935,"domain_scores_codex":[0.9987997,0.00007989566,0.0005779147,0.0001250688,0.0002078206,0.0002095406],"domain_scores_gemma":[0.9990275,0.0002536067,0.0002229999,0.0001815448,0.0001882327,0.0001261148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002912295,0.00006115754,0.0001673148,0.00003135299,0.0006097705,0.00001444176,0.0001792407,0.02506047,0.9587672,0.001397758,0.0001197881,0.01356237],"study_design_scores_gemma":[0.000924251,0.001372021,0.07420217,0.00002338224,0.002418604,0.002135175,0.00007748746,0.8677124,0.04322169,0.00602381,0.001398474,0.0004905785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9081988,0.001328408,0.08979911,0.00005060803,0.00002599433,0.0001224677,0.00000696632,0.00001926666,0.0004483195],"genre_scores_gemma":[0.9331092,0.0005259567,0.06618486,0.00002861484,0.00009614676,0.000002468865,0.000003390191,0.00001570283,0.0000336368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9155455,"threshold_uncertainty_score":0.5440116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207884342984769,"score_gpt":0.2810994367615396,"score_spread":0.2490205933316919,"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."}}