{"id":"W4394744448","doi":"10.1109/jstsp.2024.3386054","title":"Modeling and Analysis of Near-Field ISAC","year":2024,"lang":"en","type":"article","venue":"IEEE Journal of Selected Topics in Signal Processing","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Science Foundation","keywords":"Computer science; Field (mathematics); Mathematics","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":[0.001035801,0.0007395014,0.0006329665,0.0006445106,0.0003712258,0.0009955387,0.0008982231,0.001141272,0.001258882],"category_scores_gemma":[0.002878395,0.0004038392,0.0004297954,0.0007451973,0.001155327,0.001162837,0.000783435,0.0008275294,0.0003261092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281882,"about_ca_system_score_gemma":0.0009949915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003947332,"about_ca_topic_score_gemma":0.001859163,"domain_scores_codex":[0.9991232,0.0002407472,0.00001887547,0.0001226023,0.0003637161,0.000130942],"domain_scores_gemma":[0.9984221,0.0006828251,0.000300155,0.0001370069,0.0003925133,0.00006528905],"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":[0.00001110114,0.00001076853,0.0002560884,0.00002480564,0.000005856892,0.00004987444,0.00002335237,0.9726632,0.001327729,0.02176575,0.0004144047,0.003447084],"study_design_scores_gemma":[0.000001066295,0.000007473381,0.00007211458,0.000002511715,0.000001721335,0.0000201886,0.00000719474,0.9970375,0.0002195903,0.002342635,0.0002846885,0.000003302412],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03356966,0.0005878484,0.9486542,0.0003087108,0.00004482338,0.00004866729,0.0001236655,0.0001734011,0.0164889],"genre_scores_gemma":[0.949613,0.001054626,0.04276863,0.0001672488,0.00006125551,0.00009980066,0.0001209734,0.00006139569,0.006053034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003947332,"threshold_uncertainty_score":0.009300768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834736528507145,"score_gpt":0.2544811946475776,"score_spread":0.2361338293625062,"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."}}