{"id":"W4408717354","doi":"10.1109/emts57498.2023.10925236","title":"Transfer Matrix Method of Modulation-Based Space-Time Structures","year":2023,"lang":"en","type":"article","venue":"","topic":"Advanced Control and Stabilization in Aerospace Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Modulation (music); Computer science; Matrix (chemical analysis); Matrix algebra; Transfer-matrix method (optics); Space (punctuation); Topology (electrical circuits); Physics; Materials science; Optics; Electrical engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009261982,0.00009515889,0.0001755827,0.00009584439,0.00002047203,0.000006650941,0.00006056204,0.00005426882,0.0003299212],"category_scores_gemma":[0.00001582268,0.000082536,0.00005921764,0.0003528763,0.00001154233,0.00007092179,0.00000302223,0.00003947232,0.00004156683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001464837,"about_ca_system_score_gemma":0.000008211708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008773088,"about_ca_topic_score_gemma":0.000005243733,"domain_scores_codex":[0.9994218,0.00002462917,0.000191278,0.0000969129,0.0001345628,0.0001308531],"domain_scores_gemma":[0.9996452,0.0001162663,0.0000103626,0.0001503988,0.00004288274,0.0000348837],"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":[0.000003711739,0.000001329235,0.0001428688,0.00005362775,0.00001416539,1.988586e-7,0.00005680913,0.9004854,0.09078512,0.007109499,0.0001847363,0.001162539],"study_design_scores_gemma":[0.000335828,0.000009220505,0.001618912,0.000006256351,0.000006163265,3.540932e-7,0.00004177272,0.9755505,0.02025944,0.001465884,0.0006062163,0.00009947218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01744617,0.00005167377,0.9799474,0.00009204171,0.0001555732,0.0001556044,0.00001986155,0.000647277,0.001484354],"genre_scores_gemma":[0.9835644,0.000004279557,0.01506602,0.000007091549,0.00003253693,0.00001504787,0.00001689075,0.00002657394,0.001267157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9661182,"threshold_uncertainty_score":0.3612406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008002222356500178,"score_gpt":0.2573881010462887,"score_spread":0.2493858786897885,"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."}}