{"id":"W4288715294","doi":"10.36227/techrxiv.20394300.v1","title":"Part 2 – Eigenfunction Expansion (EFE) Analysis of Cylindrical and Sectorial Metasurfaces","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Advanced Antenna and Metasurface Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Eigenfunction; Discontinuity (linguistics); Curvature; Shell (structure); Wavelength; Surface (topology); RADIUS; Conductor; Physics; Optics; Mathematical analysis; Geometry; Materials science; Mathematics; Computer science; Eigenvalues and eigenvectors","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":[0.0002014583,0.0002500479,0.0007236112,0.0004105555,0.0000469843,0.0000157625,0.0001703294,0.0002422651,0.0004190066],"category_scores_gemma":[0.00005704499,0.0002234204,0.0002293571,0.000553134,0.00005582645,0.00005781324,0.0003931539,0.0004883787,0.000001457487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005876968,"about_ca_system_score_gemma":0.00001611501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004386637,"about_ca_topic_score_gemma":0.00003741616,"domain_scores_codex":[0.998796,0.00003498785,0.000371964,0.0003513859,0.0002606518,0.0001850365],"domain_scores_gemma":[0.999311,0.00007452045,0.00009929368,0.0004324129,0.00004228959,0.00004042486],"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":[0.00002509991,0.00003083063,0.001523031,0.0001559915,0.002693873,0.000003859745,0.0001526501,0.9714286,0.01719483,0.0003888802,0.0003342324,0.006068171],"study_design_scores_gemma":[0.00114333,0.0003480442,0.01650432,0.0001134619,0.01532879,0.000004140399,0.003429541,0.8174156,0.06380969,0.006176515,0.07319954,0.002527063],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525033,0.003985716,0.03821265,0.00002230296,0.003026862,0.0002191113,0.0001232449,0.0009607984,0.0009460548],"genre_scores_gemma":[0.9875606,0.003098415,0.008892793,0.000004966977,0.00004533451,0.00004456198,0.0001525476,0.00003050654,0.0001702757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.154013,"threshold_uncertainty_score":0.911082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514661057316427,"score_gpt":0.2519325613005343,"score_spread":0.22678595072737,"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."}}