{"id":"W2041762453","doi":"10.1109/wowmom.2007.4351760","title":"Optimal Shaping for Transmission over Wireless Fading Channels","year":2007,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fading; Computer science; Wireless; Channel (broadcasting); Transmission (telecommunications); Computer network; Telecommunications","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":[0.001550717,0.000681004,0.0008244138,0.0004599522,0.000407528,0.001262278,0.0008803068,0.0009571175,0.002199765],"category_scores_gemma":[0.007020872,0.0004739709,0.0003455301,0.0006403878,0.001233337,0.001615827,0.001147623,0.0007592942,0.0004739219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001533789,"about_ca_system_score_gemma":0.001170527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125855,"about_ca_topic_score_gemma":0.0006496341,"domain_scores_codex":[0.9992768,0.0002298239,0.00002549221,0.00009152124,0.0002336765,0.0001425884],"domain_scores_gemma":[0.9985682,0.0007519634,0.0002138023,0.0001295557,0.0002699352,0.00006647241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008438146,0.00002221448,0.0002019339,0.000048735,0.00001233988,0.00005914378,0.00007782382,0.927859,0.005565295,0.05386512,0.0005034144,0.01170057],"study_design_scores_gemma":[0.000009079788,0.00002195871,0.00004828348,0.000006936439,0.000003549977,0.00002756891,0.00002095025,0.9844169,0.0009162836,0.01421642,0.00030152,0.00001051941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0466471,0.0003028572,0.9484946,0.0002012844,0.00002668756,0.00005973214,0.00008294719,0.0001827207,0.004002154],"genre_scores_gemma":[0.938702,0.0005515897,0.05768384,0.000114938,0.00003051829,0.00009423371,0.00007091419,0.0001040789,0.002647784],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002199765,"threshold_uncertainty_score":0.01112849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689698335871409,"score_gpt":0.2538900506528382,"score_spread":0.2369930672941241,"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."}}