{"id":"W4395661860","doi":"10.23919/eucap60739.2024.10501243","title":"Emulating Spatial Dispersion Using Non-Spatially Dispersive Periodic Metasurfaces","year":2024,"lang":"en","type":"article","venue":"","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Surface (topology); Dispersion (optics); Scattering; Field (mathematics); Spatial frequency; Frequency domain; Boundary (topology); Boundary value problem; Optics; Spatial dispersion; Representation (politics); Polynomial; Surface wave; Periodic boundary conditions; Materials science; Physics; Topology (electrical circuits); Mathematical analysis; Mathematics; Geometry","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":["insufficient_payload"],"category_scores_codex":[0.0006434798,0.0002540985,0.0003491193,0.0000912252,0.0004142821,0.0006366953,0.0002796834,0.00008367531,0.005420821],"category_scores_gemma":[0.00004567115,0.0001916003,0.0001421877,0.0002454378,0.0001081377,0.0004182839,0.0001513085,0.00009301551,0.00100371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006999012,"about_ca_system_score_gemma":0.0001117257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712993,"about_ca_topic_score_gemma":0.0001098705,"domain_scores_codex":[0.9980577,0.00009530575,0.0004562924,0.0005986469,0.0003969001,0.0003951274],"domain_scores_gemma":[0.9992165,0.00009477956,0.00009988037,0.0003708832,0.00007730874,0.0001406658],"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":[0.000009835671,0.0000220458,0.00008596741,0.00007172633,0.00002003459,0.000006651052,0.0004886646,0.003265533,0.9941369,0.0006056014,0.0001178692,0.00116917],"study_design_scores_gemma":[0.0001635149,0.00004622205,0.0003594892,0.0001009162,0.0001573293,0.00001382703,0.0002620835,0.1970659,0.7950857,0.0001549873,0.006241607,0.0003483593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190935,0.0009844381,0.07682223,0.0001793984,0.001398748,0.0003747551,0.00007113257,0.0001730547,0.0009026878],"genre_scores_gemma":[0.9726685,0.00005646343,0.02657,0.00006205082,0.0001836186,0.0000239499,0.00002287695,0.00003931179,0.0003731886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1990512,"threshold_uncertainty_score":0.9997741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268640555208584,"score_gpt":0.2895220108177076,"score_spread":0.2626579552968492,"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."}}