{"id":"W7164877816","doi":"10.1109/iccetm66557.2025.11557690","title":"IRS-Aided Joint Design for Secure Integrated Sensing and Communication","year":2025,"lang":"","type":"article","venue":"","topic":"Radar Systems and Signal Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Joint (building); Key (lock); Noise (video); Focus (optics); Systems design","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008025156,0.0002931414,0.0004420388,0.00018454,0.0003988029,0.0003916564,0.0001234475,0.0002390333,0.00001996679],"category_scores_gemma":[0.0001684225,0.0002762197,0.00007845436,0.0003428803,0.00006168278,0.000224255,0.00005991767,0.0002927782,0.000003401614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158208,"about_ca_system_score_gemma":0.0001320302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002380331,"about_ca_topic_score_gemma":0.00006359444,"domain_scores_codex":[0.9985312,0.0001442917,0.0006322156,0.0002832429,0.0000971894,0.0003119171],"domain_scores_gemma":[0.9988539,0.0003880049,0.00009325825,0.0003598774,0.0002297684,0.000075187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003147019,0.0001065196,0.00005906216,0.009141012,0.001301229,0.00001168137,0.009486863,0.06693698,0.2186897,0.0349342,0.04419858,0.6148195],"study_design_scores_gemma":[0.0007152956,0.00004341074,0.00003849021,0.001973215,0.00009579123,0.00001134806,0.002021761,0.9641795,0.02041027,0.003929853,0.006280211,0.0003008551],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007115308,0.008589951,0.9758164,0.0006390883,0.0003269767,0.0008225631,0.000005200401,0.0001800008,0.006504496],"genre_scores_gemma":[0.8991895,0.0002255514,0.0986789,0.0001062728,0.00003933487,0.000009505119,0.000009552702,0.00003753947,0.001703819],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8972425,"threshold_uncertainty_score":0.999969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03002263791914342,"score_gpt":0.2461304784784611,"score_spread":0.2161078405593177,"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."}}