{"id":"W7006338537","doi":"","title":"Throughput and Link Design Choices for Communication over LED Optical Wireless Channels","year":2021,"lang":"en","type":"dissertation","venue":"TU/e Research Portal","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Technische Universität Berlin; Technische Universiteit Eindhoven; McMaster University","keywords":"Throughput; Wireless; Channel (broadcasting); Optical communication; Key (lock); Light-emitting diode; Link (geometry); Optical wireless; Data link; Energy consumption","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001273798,0.0002312305,0.0003400467,0.0001531121,0.0002186103,0.0001840719,0.000397441,0.0005477043,0.0000757835],"category_scores_gemma":[0.0004289775,0.0002352837,0.0001669479,0.0001805126,0.0001643707,0.00001179101,0.0001881048,0.0004503694,0.000002978951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001757518,"about_ca_system_score_gemma":0.0002978866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008255,"about_ca_topic_score_gemma":0.0004390769,"domain_scores_codex":[0.9979736,0.0002615585,0.0003239101,0.0006162217,0.0004166393,0.0004080532],"domain_scores_gemma":[0.9980971,0.0001625631,0.0001271533,0.0007757566,0.0007210218,0.0001164209],"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":[0.0004298604,0.0002244876,0.0001254462,0.0004803289,0.0005880418,0.00003924109,0.0002666034,0.000005139809,0.9353215,0.0005702645,0.03875991,0.02318917],"study_design_scores_gemma":[0.0005069849,0.0003905205,0.0004241841,0.0001820048,0.000111732,0.00001041957,0.0006583963,0.0006541063,0.9779406,0.0004591264,0.01825283,0.0004090978],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9390882,0.02231108,0.009407554,0.0004823409,0.000139369,0.003616317,0.00005068612,0.0001043174,0.02480009],"genre_scores_gemma":[0.9324576,0.01274439,0.006263182,0.00006249452,0.0007389004,0.0008840795,0.01771273,0.000132487,0.02900409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0426191,"threshold_uncertainty_score":0.9594591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04875926075690674,"score_gpt":0.4164211429301916,"score_spread":0.3676618821732849,"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."}}