{"id":"W4415820797","doi":"10.1109/tap.2025.3626016","title":"Stability Analysis of Metasurfaces Based on Effective Surface Susceptibility State-Space Model","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Antennas and Propagation","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Numerical stability; Numerical analysis; Stability (learning theory); Impulse (physics); Algebraic equation; Algebraic number; Mathematical model; Polarization (electrochemistry); Surface (topology)","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":[0.0003649415,0.0003681552,0.0003998013,0.0004040641,0.0002940729,0.0007080059,0.0004835673,0.0006247929,0.0009736523],"category_scores_gemma":[0.0007634836,0.0001783544,0.00054995,0.0002074022,0.0007532581,0.000614469,0.0005789136,0.0004108305,0.0002148859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006043703,"about_ca_system_score_gemma":0.0004139302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543959,"about_ca_topic_score_gemma":0.0006641652,"domain_scores_codex":[0.9998443,0.00003301635,0.000006279804,0.00002574737,0.00007177678,0.00001884889],"domain_scores_gemma":[0.9997513,0.00009825135,0.00004649727,0.00003253663,0.00006072153,0.00001074623],"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":[0.0001016877,0.00003357731,0.001330718,0.0001010591,0.00004225119,0.0002350715,0.0002397273,0.7830029,0.06478805,0.1397583,0.000478329,0.0098882],"study_design_scores_gemma":[0.00000124548,0.000006570443,0.0000675569,0.000002589572,0.000001500769,0.00001145971,0.000007027127,0.9954705,0.001106199,0.003202519,0.0001199711,0.000002864389],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2074327,0.0005324745,0.7775617,0.0003029776,0.00004182993,0.00004693871,0.00007424066,0.0002839704,0.01372314],"genre_scores_gemma":[0.980561,0.0002179267,0.01568907,0.00003163893,0.00001006126,0.0000517925,0.00004334604,0.00002951408,0.00336569],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001543959,"threshold_uncertainty_score":0.004385054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184516620667643,"score_gpt":0.2794474369003223,"score_spread":0.2576022706936458,"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."}}