{"id":"W4405974545","doi":"10.1109/pimrc59610.2024.10817210","title":"Performance Evaluation of Downlink IRS and Uplink Cluster NOMA-Aided WPCN","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Telecommunications link; Noma; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000229042,0.000074017,0.00008763895,0.0001030075,0.00002018999,0.00001433207,0.0001221646,0.00006311475,0.00004503394],"category_scores_gemma":[0.00003449604,0.00006539081,0.00001680681,0.0001545351,0.00004840783,0.000200431,0.0000679548,0.0001167835,0.00002250489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004880497,"about_ca_system_score_gemma":0.00001114458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001257269,"about_ca_topic_score_gemma":0.000002849291,"domain_scores_codex":[0.9995368,0.00000970503,0.000162913,0.00008934941,0.0001196693,0.00008152721],"domain_scores_gemma":[0.9995415,0.0000713813,0.00001264431,0.0003079853,0.00005426654,0.00001226553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002598404,0.000005813366,0.0004478707,0.0002092072,0.0000373709,1.644361e-7,0.000213769,0.172002,0.006556234,0.002239269,0.0004562772,0.8178294],"study_design_scores_gemma":[0.0001271226,0.00001128891,0.001545689,0.00005145607,0.0000127976,0.000002076454,0.00007207676,0.9722871,0.02435459,0.0006732239,0.0007826934,0.00007993422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482673,0.004046385,0.03479313,0.0002949352,0.0001240815,0.0002082118,0.000001873412,0.00118185,0.0110822],"genre_scores_gemma":[0.9899718,0.001120706,0.008760342,0.000008018841,0.000008520118,0.00003328985,0.00000482639,0.00001400044,0.0000785536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8177495,"threshold_uncertainty_score":0.266656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231482506051527,"score_gpt":0.2689154841445221,"score_spread":0.2457672335393694,"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."}}