{"id":"W3160450649","doi":"10.1109/tap.2022.3142294","title":"IE-GSTC Metasurface Field Solver Using Surface Susceptibility Tensors With Normal Polarizabilities","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Antennas and Propagation","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Solver; Classification of discontinuities; Surface (topology); Field (mathematics); Tensor (intrinsic definition); Physics; Representation (politics); Mathematical analysis; Electromagnetic field; Geometry; Mathematics; Pure mathematics; Quantum mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008976486,0.0002092857,0.0002737565,0.00006498881,0.001160327,0.000124038,0.0001479377,0.00005315376,0.001925845],"category_scores_gemma":[0.000008135185,0.0001719716,0.00006602409,0.0002537037,0.0001318882,0.0003217073,0.000006615981,0.0002062667,0.00001875677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007026534,"about_ca_system_score_gemma":0.0000747122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007680344,"about_ca_topic_score_gemma":0.0001179432,"domain_scores_codex":[0.9982098,0.000294352,0.0003470108,0.0004734939,0.0003817106,0.0002936586],"domain_scores_gemma":[0.9991516,0.0001133441,0.0001532164,0.0003669837,0.0001184401,0.00009634169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002716825,0.0001465211,0.0001161493,0.00004041276,0.00001943939,0.00000143705,0.0004379513,0.03475454,0.9636157,0.0001029379,0.00001891587,0.0004742811],"study_design_scores_gemma":[0.0005703955,0.0006367991,0.0003320268,0.00001880514,0.0001449198,0.00005036245,0.001222516,0.01492582,0.9805632,0.0001108634,0.001065546,0.0003587452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632321,0.00007196521,0.135084,0.0004300282,0.000316552,0.0005242567,0.000192892,0.00008573201,0.00006249364],"genre_scores_gemma":[0.9921556,0.00003466264,0.007052377,0.0001960803,0.00001882459,0.00006081007,0.000008967548,0.00002403408,0.0004486897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289235,"threshold_uncertainty_score":0.9989865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457613527298886,"score_gpt":0.246446526261615,"score_spread":0.2218703909886262,"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."}}