{"id":"W7111682633","doi":"","title":"Joint Beamforming and Phase Shift Design in RIS-assisted CoMP-NOMA Systems","year":2023,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Joint (building); Phase (matter); Control theory (sociology); Beamforming; Noise (video)","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":[0.001070081,0.0001028397,0.0002050139,0.0005312902,0.0001993703,0.0000228037,0.0006083449,0.0000814028,0.000006498869],"category_scores_gemma":[0.00008389296,0.0001016027,0.0000299176,0.0007802547,0.0003752196,0.0002585748,0.0004900449,0.0004400414,0.00004671204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813893,"about_ca_system_score_gemma":0.00002106535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001561596,"about_ca_topic_score_gemma":0.000005063545,"domain_scores_codex":[0.9988242,0.0002042939,0.0001625682,0.0001583318,0.0002682947,0.0003822897],"domain_scores_gemma":[0.9987615,0.0005168354,0.00003671933,0.0005694235,0.00005645456,0.00005908884],"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":[0.0005748061,0.0006239246,0.007727981,0.003159575,0.0004909613,0.0006007339,0.2277921,0.4502081,0.06355552,0.007586067,0.006998698,0.2306815],"study_design_scores_gemma":[0.004736795,0.0003782998,0.07361144,0.001136194,0.00001967067,0.00001913409,0.2706066,0.6202723,0.01222465,0.002838008,0.01346489,0.000692057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590853,0.0005485478,0.03886106,0.0004611933,0.00003242709,0.0004600692,0.000004766074,0.0004649979,0.0000815841],"genre_scores_gemma":[0.9969676,0.001412379,0.001568641,0.000001339991,0.00000607319,0.000007163711,0.000006332923,0.00001805649,0.00001241636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299895,"threshold_uncertainty_score":0.414324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.189864245079227,"score_gpt":0.317588077954145,"score_spread":0.127723832874918,"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."}}