{"id":"W4213101745","doi":"10.1109/aps/ursi47566.2021.9703928","title":"On the Importance of the Love's Condition for Inverse Equivalent-Source Metasurface Design","year":2021,"lang":"en","type":"article","venue":"2021 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (APS/URSI)","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Reflection (computer programming); Inverse; Transformation (genetics); Enforcement; Field (mathematics); Inverse problem; Computer science; Physics; Mathematical analysis; Mathematics; Pure mathematics; Geometry; Law; Political science","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":[0.003070948,0.0002215123,0.0002694994,0.00007374749,0.000674756,0.0003806997,0.0005426708,0.00006444589,0.0002951669],"category_scores_gemma":[0.0006382714,0.0001422273,0.0001018394,0.0003725007,0.0007068049,0.0002926249,0.00009341342,0.0001240209,0.00002429959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008376555,"about_ca_system_score_gemma":0.0001943537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002070791,"about_ca_topic_score_gemma":0.00001371873,"domain_scores_codex":[0.9974586,0.0002796327,0.000504475,0.0006489558,0.0007866255,0.0003216525],"domain_scores_gemma":[0.9979015,0.0004990327,0.0005434491,0.0004086944,0.0005276545,0.0001196938],"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":[0.00007716905,0.00007667762,0.000208215,0.00002417396,0.0000195744,0.000001031287,0.0003556756,0.002238118,0.9815369,0.01431234,0.0008608148,0.0002893457],"study_design_scores_gemma":[0.0005488289,0.0001436375,0.0008446609,0.0002322744,0.00006970517,0.00002913522,0.0005099887,0.02069074,0.9710109,0.001600546,0.004095865,0.0002237341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769564,0.0001607863,0.006470436,0.0125372,0.001630866,0.0007812069,0.0001219881,0.00001978471,0.001321373],"genre_scores_gemma":[0.994154,0.0002993911,0.002615825,0.0009898462,0.0001389606,0.00005674985,0.00001678298,0.00001917942,0.001709284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01845262,"threshold_uncertainty_score":0.579986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724293039989073,"score_gpt":0.2885078675119713,"score_spread":0.2512649371120805,"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."}}