{"id":"W3188283781","doi":"10.1109/icc42927.2021.9500409","title":"Secure Visible Light Communications via Intelligent Reflecting Surfaces","year":2021,"lang":"en","type":"article","venue":"","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Jilin Scientific and Technological Development Program; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Visible light communication; Computer science; Optoelectronics; Light-emitting diode; Materials science","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":[0.00009985577,0.0001116753,0.0001375642,0.00005920017,0.000129964,0.00006587552,0.0007455198,0.000108194,0.0001987602],"category_scores_gemma":[0.0001056659,0.0001118145,0.00004509372,0.0004505869,0.00005367623,0.000116487,0.0005086334,0.0003518723,0.0002139179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006577981,"about_ca_system_score_gemma":0.0000146859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000906524,"about_ca_topic_score_gemma":0.0001820794,"domain_scores_codex":[0.9993126,0.0000368915,0.0002456077,0.0001243848,0.00009502812,0.0001854273],"domain_scores_gemma":[0.997909,0.0001832637,0.00002089532,0.001738948,0.000106455,0.00004143454],"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":[0.000005121344,0.0004490584,0.002396999,0.000246546,0.000439454,0.0000172789,0.00196308,0.02004855,0.3927302,0.3480505,0.01077491,0.2228783],"study_design_scores_gemma":[0.00008151647,0.00001400814,0.0001611725,0.00004439506,0.000009528995,0.00001232196,0.001385299,0.1122056,0.7710207,0.005670837,0.1091122,0.0002824068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08548495,0.04273152,0.2654816,0.03716061,0.0006064065,0.0004731405,0.000009677405,0.01409353,0.5539585],"genre_scores_gemma":[0.9136348,0.003323069,0.08240511,0.00005473055,0.000007395801,0.00001921692,0.00001264362,0.00002457846,0.0005183849],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8281499,"threshold_uncertainty_score":0.4559661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04060354284429087,"score_gpt":0.303501513654981,"score_spread":0.2628979708106901,"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."}}