{"id":"W4406311201","doi":"10.1109/tcomm.2025.3529209","title":"Performance Analysis of Holographic MIMO Based Integrated Sensing and Communications","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"CHIST-ERA; Engineering and Physical Sciences Research Council; China Scholarship Council","keywords":"MIMO; Electronic engineering; Computer science; Telecommunications; Engineering; Beamforming","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":[0.001267353,0.0009292345,0.0007567266,0.0004137188,0.000388679,0.00130287,0.0009354224,0.0008468852,0.001484994],"category_scores_gemma":[0.001798152,0.0002752036,0.0003565122,0.0008720314,0.0008773583,0.0009740406,0.001124345,0.0004818497,0.000324881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009447371,"about_ca_system_score_gemma":0.001114066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609266,"about_ca_topic_score_gemma":0.001811367,"domain_scores_codex":[0.9986748,0.0003620965,0.00004103864,0.0001911739,0.0005268076,0.0002041074],"domain_scores_gemma":[0.9981593,0.0009172268,0.0002773371,0.000160782,0.0004135704,0.00007171987],"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":[0.0003708615,0.0001089911,0.001648672,0.0002902886,0.0001163089,0.0002296262,0.0001642917,0.8378639,0.04252888,0.04199303,0.001347223,0.07333791],"study_design_scores_gemma":[0.000006523389,0.0001634882,0.0003608654,0.00001028595,0.00001981847,0.0001100449,0.00004109503,0.9897735,0.007094155,0.001980501,0.0004218378,0.00001796208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08573233,0.001830473,0.8942477,0.0002921942,0.00006938274,0.00007227196,0.0001329746,0.0003230136,0.01729966],"genre_scores_gemma":[0.9558847,0.0007134932,0.04071196,0.0001297678,0.0000340205,0.00006295126,0.00007559751,0.00001344045,0.002373879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001609266,"threshold_uncertainty_score":0.006854534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906864819779537,"score_gpt":0.2487661049935463,"score_spread":0.2296974567957509,"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."}}