{"id":"W4410137546","doi":"10.1002/adom.202500230","title":"Asymmetric Transmission and Diffraction Engineering in Ultrathin media via Coupled Metasurfaces","year":2025,"lang":"en","type":"article","venue":"Advanced Optical Materials","topic":"Metamaterials and Metasurfaces Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Materials science; Diffraction; Transmission (telecommunications); Optoelectronics; Optics; Nanotechnology; Engineering physics; Telecommunications; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009618509,0.0002361818,0.0005535622,0.0001996324,0.00009203261,0.0001458627,0.0001759092,0.000129548,0.0002768137],"category_scores_gemma":[0.0003894529,0.0002002103,0.0000327282,0.0004421975,0.00006271625,0.0003377755,0.00005128225,0.0000868517,0.00004907171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004469756,"about_ca_system_score_gemma":0.00002553398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005494886,"about_ca_topic_score_gemma":0.000006028986,"domain_scores_codex":[0.9982169,0.00009476526,0.0006523223,0.0004671281,0.0002058398,0.0003630552],"domain_scores_gemma":[0.9990144,0.0004461805,0.0001089186,0.0002621638,0.00005192958,0.0001164021],"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":[0.00008343376,0.00006008637,0.00001718141,0.00009905142,0.000006921742,0.000002442103,0.00003604079,0.0007299468,0.9906616,0.004891472,0.000004439917,0.003407412],"study_design_scores_gemma":[0.0008178151,0.00003120051,0.007081404,0.00008317327,0.00004537059,0.000003657922,0.00001590727,0.0007978679,0.9881442,0.001588497,0.001187932,0.0002029626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980275,0.0008006733,0.01735399,0.000214654,0.0006653411,0.0004475148,0.00001622352,0.0001073985,0.0001192538],"genre_scores_gemma":[0.9439647,0.0005663921,0.05516757,0.00006271224,0.00002444274,0.0001299747,0.00001924966,0.00001951585,0.00004539515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03781359,"threshold_uncertainty_score":0.8164339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008194447979032779,"score_gpt":0.2515532780800276,"score_spread":0.2433588301009948,"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."}}