{"id":"W4200026263","doi":"10.1155/2021/3882100","title":"Power Allocation for 5G Mobile Multiuser Cooperative Networks","year":2021,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mathematical optimization; Channel (broadcasting); Power (physics); Optimization problem; Channel allocation schemes; Cellular network; Algorithm; Computer network; Wireless; Telecommunications; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002344422,0.00009826705,0.0001771448,0.00005928165,0.0001308856,0.0000594049,0.0002818932,0.00004403455,0.00001892343],"category_scores_gemma":[0.00004827475,0.0000920997,0.0001067639,0.0003554329,0.00001785852,0.0009077576,0.000004243675,0.0001550906,0.000001092405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004359334,"about_ca_system_score_gemma":0.0001211569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.724532e-7,"about_ca_topic_score_gemma":0.00002605164,"domain_scores_codex":[0.9990427,0.00006771444,0.0004553025,0.0001488794,0.0001589818,0.0001264025],"domain_scores_gemma":[0.9977434,0.0001599867,0.0002948589,0.0002290239,0.001508108,0.00006456815],"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":[0.00006236046,0.0001363403,0.0001284673,0.000009536688,0.00004739341,0.00001126207,0.003115045,0.9132538,0.01794773,0.01407803,0.0002454426,0.05096462],"study_design_scores_gemma":[0.02000696,0.003806343,0.1372011,0.00140506,0.0002117162,0.0001616205,0.005035657,0.3611333,0.2285576,0.003539685,0.236749,0.002191985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05028153,0.002058181,0.9462543,0.0005494148,0.0005451552,0.0002004664,0.000001821326,0.00002203544,0.0000870927],"genre_scores_gemma":[0.9408456,0.001651544,0.05704364,0.0002503142,0.0000656737,0.00002719994,0.00002489137,0.000009021211,0.00008210842],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8905641,"threshold_uncertainty_score":0.3755717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655718208268485,"score_gpt":0.2887405486457026,"score_spread":0.2721833665630178,"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."}}