{"id":"W4402979243","doi":"10.1109/ap-s/inc-usnc-ursi52054.2024.10686201","title":"State-Space Representation and Stability Analysis of Time-Domain GSTC-Based Metasurface Solvers","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Representation (politics); Stability (learning theory); Computer science; State (computer science); State space; Domain (mathematical analysis); Time domain; State-space representation; Space (punctuation); Algorithm; Mathematics; Mathematical analysis; Computer vision; Statistics","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":[0.0008883477,0.0004821626,0.0004191847,0.0004139857,0.0003273168,0.001045328,0.0008446625,0.001095035,0.003882182],"category_scores_gemma":[0.001890997,0.0002450966,0.0004994381,0.000393752,0.0007912449,0.0008088228,0.0008474317,0.001106524,0.0005698536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643264,"about_ca_system_score_gemma":0.0008768769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584715,"about_ca_topic_score_gemma":0.001692779,"domain_scores_codex":[0.9997582,0.00007050213,0.00001229917,0.00001994899,0.0001173552,0.00002164245],"domain_scores_gemma":[0.9992531,0.0003455584,0.000073549,0.0000708798,0.0002317493,0.00002517348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003021035,0.00003283996,0.0004089637,0.00008062518,0.00001883432,0.00005907051,0.00008901936,0.8887789,0.006767197,0.09016178,0.0006644236,0.01290816],"study_design_scores_gemma":[0.000001014082,0.000002654661,0.00001141409,0.000002691458,5.155052e-7,0.000003321619,0.000002894428,0.9977716,0.0002790841,0.001701422,0.0002221056,0.000001250817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01280473,0.0001459708,0.9767661,0.0002078997,0.00003579889,0.00004514829,0.00005114899,0.0001538516,0.009789346],"genre_scores_gemma":[0.6950757,0.0004738724,0.2893441,0.0002180483,0.00006836086,0.0003316899,0.0002616048,0.0002482052,0.01397838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003882182,"threshold_uncertainty_score":0.01298714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603954498066324,"score_gpt":0.2539797448866078,"score_spread":0.2379401999059446,"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."}}