{"id":"W2085042063","doi":"10.1109/mwsym.2014.6848361","title":"A maximally flat quadratic interpolation enhanced input space mapping modeling approach","year":2014,"lang":"en","type":"article","venue":"","topic":"Microwave Engineering and Waveguides","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Interpolation (computer graphics); Space mapping; Quadratic equation; Nonlinear system; Space (punctuation); Linear interpolation; Computer science; Term (time); Algorithm; Mathematics; Topology (electrical circuits); Mathematical optimization; Mathematical analysis; Geometry; Computer vision; Physics","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":[0.0005769952,0.0006244295,0.0003182027,0.0002689114,0.000222608,0.0005314646,0.001015036,0.0006034301,0.002279529],"category_scores_gemma":[0.0008169152,0.0003024031,0.0005228614,0.0003781021,0.0003153422,0.0008970094,0.0006923797,0.0009821118,0.0008020416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543586,"about_ca_system_score_gemma":0.000550898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00137977,"about_ca_topic_score_gemma":0.001376666,"domain_scores_codex":[0.9996645,0.00007879419,0.00001183063,0.00004565523,0.0001719854,0.00002721712],"domain_scores_gemma":[0.9997506,0.00006575772,0.00002848568,0.00006001566,0.00008190778,0.00001326143],"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":[0.000228714,0.00008049214,0.0007703953,0.0001930762,0.00006573211,0.00027772,0.0001608846,0.648841,0.1271376,0.05747189,0.002314897,0.1624576],"study_design_scores_gemma":[0.000003159324,0.00005079773,0.0000983694,0.000004599719,0.00000536008,0.00006852984,0.000005407985,0.9843136,0.01091958,0.002143086,0.002376788,0.00001061106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003514627,0.00004276492,0.9945668,0.00004070886,0.00001251839,0.00001137992,0.00002136724,0.0002394042,0.001550484],"genre_scores_gemma":[0.3974063,0.0002594595,0.5906234,0.0001751671,0.00004699335,0.0001031386,0.0003115293,0.000272193,0.01080178],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002279529,"threshold_uncertainty_score":0.007625759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200708255792331,"score_gpt":0.1903420321442178,"score_spread":0.1783349495862945,"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."}}