{"id":"W2079475160","doi":"10.1145/1185373.1185398","title":"A link performance model for multi-user wireless fading channels","year":2006,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Fading; Computer science; Computer network; Link (geometry); Wireless; Channel (broadcasting); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004494148,0.000148352,0.0001346701,0.00005841137,0.00007400741,0.00002289398,0.00008979016,0.00008340897,0.000007036286],"category_scores_gemma":[0.000002326411,0.0001527233,0.00003917233,0.0001246261,0.00001164129,0.0002807125,0.00001416778,0.00007394545,0.00001028936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005771105,"about_ca_system_score_gemma":0.000005660818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002334838,"about_ca_topic_score_gemma":0.0000110424,"domain_scores_codex":[0.9992876,0.000002469417,0.0001869598,0.0001519354,0.00006970159,0.0003013089],"domain_scores_gemma":[0.9997448,0.00001972742,0.00002271477,0.0001324793,0.00004696454,0.00003332287],"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":[0.0000041246,0.000007781638,0.00009037936,0.00004951017,0.000005348121,1.707753e-7,0.00004952187,0.9919562,0.0004913338,0.0018469,0.0003987982,0.005099948],"study_design_scores_gemma":[0.0004503732,0.000007129172,0.0000358424,0.00002517752,0.000005218349,7.981209e-7,0.000004637276,0.9932341,0.005471745,0.00007767986,0.0004794917,0.0002078138],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03825871,0.00008301451,0.9598056,0.00001799108,0.0001996081,0.0002827161,0.000004029171,0.000614221,0.0007341314],"genre_scores_gemma":[0.8137987,0.00005795233,0.1816956,0.00002209727,0.0002371693,0.0001041846,0.00002851078,0.00006353595,0.003992354],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.77811,"threshold_uncertainty_score":0.6227877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939264380881439,"score_gpt":0.2293006811411514,"score_spread":0.209908037332337,"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."}}