{"id":"W4288691435","doi":"10.36227/techrxiv.20366589.v1","title":"IRS-aided RF Communication","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Transmission (telecommunications); Radio frequency; Bandwidth (computing); Link (geometry); Optical link; Computer science; Radio Link Protocol; Free-space optical communication; Wireless; Electronic engineering; Physics; Optical communication; Telecommunications; Computer network; Optics; Engineering; Optical fiber","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580757,0.0005350036,0.0003985254,0.0003335245,0.0002490316,0.0006324244,0.0007000947,0.0004498947,0.005165503],"category_scores_gemma":[0.001175061,0.0001210952,0.000298731,0.0002857072,0.000275599,0.0005735611,0.0006887508,0.0003782277,0.001027635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962163,"about_ca_system_score_gemma":0.0003801474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007154871,"about_ca_topic_score_gemma":0.001016133,"domain_scores_codex":[0.9992628,0.0001255647,0.00003238588,0.0001020143,0.0003322072,0.000145081],"domain_scores_gemma":[0.9991166,0.0002952829,0.0001353861,0.0002391194,0.0001804199,0.00003314916],"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":[0.002509546,0.0003283642,0.007353409,0.0005781894,0.0001995394,0.0007372514,0.0002798371,0.2652483,0.3685572,0.01248335,0.003729042,0.3379959],"study_design_scores_gemma":[0.00007714534,0.001356728,0.005199325,0.00003113983,0.0001140605,0.001252073,0.00009861246,0.7866437,0.19455,0.00265365,0.00797102,0.00005254558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7477521,0.0008578931,0.2202125,0.0001382542,0.0001376794,0.0001085699,0.0003191341,0.002093083,0.0283807],"genre_scores_gemma":[0.9833328,0.0000709156,0.01354214,0.00003273157,0.00001787531,0.00001968508,0.0001058989,0.00001828625,0.002859717],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005165503,"threshold_uncertainty_score":0.0172804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254157925992134,"score_gpt":0.2561423808898203,"score_spread":0.2307265882906069,"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."}}