{"id":"W4401113406","doi":"10.1109/twc.2024.3432186","title":"Security Enhancement of ISAC via IRS-UAV","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"UAV Applications and Optimization","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Foundation Research Project of Jiangsu Province; National Natural Science Foundation of China","keywords":"Computer science; Computer security; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.00009682569,0.0001422929,0.0001469677,0.0001881336,0.0001735657,0.00003681287,0.0004188879,0.0000854593,0.000180438],"category_scores_gemma":[7.371802e-7,0.0001561095,0.00009970704,0.0005736862,0.0001017524,0.0001541459,0.000003342711,0.0002959028,0.0001209217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116048,"about_ca_system_score_gemma":0.00003041391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004039351,"about_ca_topic_score_gemma":0.0001132612,"domain_scores_codex":[0.9991999,0.0000344389,0.0003337775,0.0001517446,0.0001358203,0.0001443243],"domain_scores_gemma":[0.9985361,0.0001517344,0.00002587061,0.001163609,0.00006884097,0.00005385276],"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":[0.00002337335,0.001696907,0.00001230031,0.000759881,0.000740275,0.000001594099,0.004882894,0.565982,0.102615,0.02345282,0.002912248,0.2969206],"study_design_scores_gemma":[0.0001296169,0.00003458859,0.00001319232,0.0001135593,0.0000713812,0.000003321333,0.00006989574,0.8902194,0.09917783,0.000538128,0.009422309,0.0002068148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01176839,0.0008019564,0.9817111,0.0003504712,0.0002797619,0.0002797047,0.00008088113,0.000470773,0.004256985],"genre_scores_gemma":[0.9919782,0.003085212,0.004359807,0.00001981652,0.00001482202,0.000304228,0.00003173723,0.00003914435,0.0001669841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9802098,"threshold_uncertainty_score":0.6365961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346871916194497,"score_gpt":0.2477508541494251,"score_spread":0.2342821349874801,"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."}}