{"id":"W7111836252","doi":"","title":"Beamforming and phase shift design in STAR-RIS assisted ISAC NOMA networks","year":2024,"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":"Beamforming; Noma; Phase (matter); Interference (communication); Signal processing; Power (physics)","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":[0.000609997,0.0007838091,0.0004282096,0.0003780168,0.0003831027,0.0009277062,0.0004630651,0.0006450603,0.003052073],"category_scores_gemma":[0.001584706,0.0004555495,0.0002946361,0.0007200241,0.0005370836,0.0005946117,0.0006268262,0.000504242,0.001024287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005292285,"about_ca_system_score_gemma":0.001039329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102358,"about_ca_topic_score_gemma":0.002483556,"domain_scores_codex":[0.9994705,0.0002113062,0.00001545923,0.00005695288,0.0001725078,0.00007321122],"domain_scores_gemma":[0.9992322,0.0003745416,0.00007234026,0.00004258005,0.0002415854,0.00003685207],"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":[0.0004735769,0.00008453126,0.001217923,0.0001845466,0.00006621824,0.0001351071,0.0002020641,0.7515099,0.05301196,0.04859703,0.003072475,0.1414447],"study_design_scores_gemma":[0.00002687028,0.0002049329,0.0004025339,0.00002082031,0.0000182144,0.0001224317,0.00005776178,0.9813867,0.006846672,0.00843822,0.00245424,0.00002065195],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02264762,0.00036449,0.9671105,0.0002392553,0.00005864746,0.0000354203,0.00005913569,0.0001509929,0.009333943],"genre_scores_gemma":[0.7063432,0.0009393375,0.2821036,0.0002375146,0.0001398034,0.0001689047,0.0001591451,0.00008069145,0.009827805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003052073,"threshold_uncertainty_score":0.01021022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09238492092392551,"score_gpt":0.3097023588701011,"score_spread":0.2173174379461755,"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."}}