{"id":"W7139960405","doi":"10.23919/cnc-usnc-ursi64444.2025.11420123","title":"Comparing Limitations of MAMPs and Holland-Simpson Thin Wire Models to Develop a Unified Wire Formalism in FDTD","year":2025,"lang":"","type":"article","venue":"","topic":"Electromagnetic Simulation and Numerical Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Formalism (music); Finite-difference time-domain method; Maxwell's equations; Numerical models","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004998456,0.0002934399,0.000607715,0.0005349972,0.00008882535,0.00005731971,0.0001821299,0.0001896789,0.00004039451],"category_scores_gemma":[0.0003453617,0.0003103283,0.00004817417,0.002395571,0.00004610972,0.0002149236,0.0001348791,0.0002964234,0.000003690054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007440027,"about_ca_system_score_gemma":0.0001154122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000298521,"about_ca_topic_score_gemma":0.0006118857,"domain_scores_codex":[0.9980278,0.0001532091,0.0008638313,0.0003291201,0.0001870091,0.0004390407],"domain_scores_gemma":[0.998425,0.0008915823,0.00006701352,0.0002633166,0.0001866691,0.0001663927],"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":[0.0001498179,0.0001086941,0.005018483,0.0003637211,0.000103355,0.000003388039,0.007485911,0.8095831,0.002983267,0.09164432,0.0001956641,0.08236032],"study_design_scores_gemma":[0.001289835,0.0001340718,0.03668904,0.0003126478,0.00004132694,0.000002010319,0.0007333538,0.9511898,0.001828317,0.006930812,0.000530895,0.0003178883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6162999,0.0008359267,0.3444541,0.0008522374,0.0001907255,0.0005658887,0.000003614614,0.00008895928,0.03670857],"genre_scores_gemma":[0.8998892,0.000370383,0.09827572,0.0002813405,0.00001182852,0.00002525196,0.00000608613,0.00002300119,0.00111713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2835893,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08153968727639845,"score_gpt":0.2980878311536814,"score_spread":0.2165481438772829,"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."}}