{"id":"W2108589247","doi":"10.1002/smll.201300601","title":"Color Generation and Refractive Index Sensing Using Diffraction from 2D Silicon Nanowire Arrays","year":2013,"lang":"en","type":"article","venue":"Small","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Refractive index; Optics; Silicon; Diffraction; Structural coloration; Optoelectronics; RGB color model; Diffraction grating; Nanowire; Grating; Trichromacy; Color vision; Photonic crystal; Physics; Computer 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":[0.0000301773,0.0000960787,0.0001049974,0.0000273948,0.00006379024,0.00006877363,0.0000238847,0.00009353189,0.00002977194],"category_scores_gemma":[0.00001636684,0.00009234449,0.00001724197,0.00004475543,0.00001838173,0.0002497322,0.00001273944,0.0001165618,0.00003011151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000687447,"about_ca_system_score_gemma":0.000008005466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008531838,"about_ca_topic_score_gemma":0.0002002619,"domain_scores_codex":[0.9995527,0.00001538891,0.0001078275,0.0001340603,0.00005664212,0.0001333435],"domain_scores_gemma":[0.9997581,0.00004725674,0.00002455567,0.00008521441,0.00002958572,0.000055286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004620098,0.00000764253,0.0003680276,0.00001363409,0.00003170462,0.000002931415,0.000331001,0.00553209,0.9803796,0.00006406975,0.00002753916,0.01323713],"study_design_scores_gemma":[0.000140601,0.00000911654,0.01771345,0.00001988959,0.00001616299,0.000003860683,0.0001568489,0.9529461,0.02839537,0.0001860075,0.0002929906,0.0001196264],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882984,0.0001507486,0.009113763,0.0000309688,0.0002557198,0.0001278595,0.000003289579,0.00008734528,0.001931897],"genre_scores_gemma":[0.9963587,0.00003184843,0.003306066,0.00007077821,0.0001758083,0.000003337263,0.00001165964,0.00001685987,0.00002497399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9519842,"threshold_uncertainty_score":0.3765699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201543243832104,"score_gpt":0.213783362454309,"score_spread":0.1936290380710985,"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."}}