{"id":"W4409991248","doi":"10.1109/apec48143.2025.10977284","title":"An Ultra-Fast Very Large Scale Interleaved Li-Fi Transmitter","year":2025,"lang":"en","type":"article","venue":"","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Transmitter; Computer science; Scale (ratio); Computer network; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001252467,0.00009582523,0.0001029245,0.0001445135,0.0001828095,0.000290429,0.0004158302,0.0002021745,0.001027293],"category_scores_gemma":[0.0001754189,0.00006788726,0.00007741842,0.0001546554,0.0001825933,0.0004262198,0.0001789314,0.0002936143,0.0002867362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919775,"about_ca_system_score_gemma":0.0001795129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000212419,"about_ca_topic_score_gemma":0.0005532393,"domain_scores_codex":[0.9999415,0.000006719177,0.000002464217,0.000009664936,0.00003243054,0.000007223269],"domain_scores_gemma":[0.9999335,0.00001691906,0.00001083375,0.00001365487,0.00001874452,0.000006397598],"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":[0.0001753055,0.00007165838,0.001256131,0.0001180132,0.00002019979,0.0003133982,0.0001841931,0.004956189,0.8312901,0.02016578,0.0011395,0.1403095],"study_design_scores_gemma":[0.00008026748,0.0008913481,0.002526437,0.0000289471,0.00004881165,0.001537746,0.00006138541,0.1530942,0.7852753,0.004214649,0.05220387,0.00003711359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2447806,0.0007811411,0.7314168,0.0004336156,0.000154958,0.0001069334,0.0000911524,0.001371436,0.02086343],"genre_scores_gemma":[0.804598,0.0001896138,0.1878005,0.000117592,0.00003971071,0.00002968801,0.00005603393,0.00002219098,0.007146618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001027293,"threshold_uncertainty_score":0.003436625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005097840523490851,"score_gpt":0.2137743333753839,"score_spread":0.2086764928518931,"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."}}