{"id":"W4416211451","doi":"10.1007/978-3-032-07872-8_4","title":"PSO-Based UAV-Assisted DF Relaying in Terrestrial MU-mMIMO System","year":2025,"lang":"en","type":"book-chapter","venue":"Wireless networks","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Relay; Optimization problem; Data transmission; Base station; Communications system","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":[0.00009193873,0.0002779374,0.0003143783,0.0000907669,0.0001585679,0.00036354,0.0002742666,0.0003814892,0.001154834],"category_scores_gemma":[0.0002084281,0.00009659413,0.0002185492,0.0002012527,0.0001420123,0.0002889903,0.0002110742,0.0002421308,0.0002643157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663188,"about_ca_system_score_gemma":0.0001816133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00139241,"about_ca_topic_score_gemma":0.001713514,"domain_scores_codex":[0.9999466,0.00001454965,0.000002191986,0.00001080047,0.00001926965,0.000006623531],"domain_scores_gemma":[0.9999592,0.00001615421,0.000004716695,0.000004192008,0.00001305396,0.000002595683],"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":[0.00008888934,0.00003143571,0.0006466218,0.0001287583,0.00005459762,0.0001783735,0.00007280734,0.8080666,0.02510795,0.01442971,0.003232849,0.1479615],"study_design_scores_gemma":[0.000002974084,0.00003773526,0.0001625177,0.000004650322,0.000005567332,0.0000521501,0.00000799028,0.9968094,0.0009982666,0.001019525,0.0008958647,0.000003322583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04905256,0.002487225,0.9144905,0.0003234034,0.0002870638,0.00003087666,0.00006880463,0.0002142008,0.03304549],"genre_scores_gemma":[0.9084156,0.001492983,0.07720826,0.00009356449,0.0001031024,0.00003680369,0.000066785,0.00002659053,0.01255644],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00139241,"threshold_uncertainty_score":0.003863335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008093586799429802,"score_gpt":0.1887609919049576,"score_spread":0.1806674051055278,"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."}}