{"id":"W4415707568","doi":"10.1109/jiot.2025.3626821","title":"Integrated Sensing and Communication Beamforming Design With Target Model Aware Antenna Selection","year":2025,"lang":"","type":"article","venue":"IEEE Internet of Things Journal","topic":"Direction-of-Arrival Estimation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Beamforming; Latency (audio); Efficient energy use; Software deployment; Antenna (radio); Communications system; Low latency (capital markets); Energy (signal processing)","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":[0.0002872635,0.0008261093,0.0004357407,0.0002466666,0.0001947808,0.0006613327,0.0007984027,0.0005615657,0.001411211],"category_scores_gemma":[0.0005592963,0.0002979104,0.0003597109,0.0004440579,0.0003175179,0.0006983272,0.0006236459,0.0004644738,0.0008676333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003436594,"about_ca_system_score_gemma":0.0004996541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000681948,"about_ca_topic_score_gemma":0.001185287,"domain_scores_codex":[0.9995838,0.0001007798,0.00001543223,0.00009486078,0.000158334,0.00004670277],"domain_scores_gemma":[0.9997486,0.00006962589,0.00004940969,0.00002953048,0.00008300719,0.00001975497],"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":[0.0001830926,0.0001172303,0.001498022,0.0002299924,0.00009244696,0.000263715,0.0001659939,0.5605851,0.1800729,0.02866559,0.004635479,0.2234904],"study_design_scores_gemma":[0.000009911287,0.000127475,0.000206483,0.00001003904,0.00001617303,0.0001352152,0.00002663549,0.981959,0.01146653,0.003187101,0.002839281,0.00001601981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007263158,0.0001680258,0.9882023,0.0001077789,0.00002807957,0.00002015658,0.00002564144,0.0002049155,0.003979958],"genre_scores_gemma":[0.6222457,0.000645444,0.3713798,0.0002849313,0.00007617953,0.00020674,0.0001311772,0.00006800425,0.004962048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001411211,"threshold_uncertainty_score":0.004720926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135151625949055,"score_gpt":0.268843764263768,"score_spread":0.2474922480042775,"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."}}