{"id":"W4401387027","doi":"10.1109/twc.2024.3435912","title":"Integrated Sensing and Communication: Joint Pilot and Transmission Design","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Wireless Communications","topic":"Distributed Sensor Networks and Detection Algorithms","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Natural Science Foundation of China","keywords":"Computer science; Joint (building); Transmission (telecommunications); Wireless; Telecommunications; Computer network; Engineering","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":[0.0003613782,0.0002008627,0.0001898434,0.0002382722,0.0009046893,0.0005818598,0.0005611884,0.00008955582,0.00001087253],"category_scores_gemma":[0.000003117794,0.0001895464,0.00005690249,0.0007638373,0.0002550462,0.0004388518,0.00001861218,0.0006245019,0.00001688292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006191423,"about_ca_system_score_gemma":0.0000700357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001166256,"about_ca_topic_score_gemma":0.00004374202,"domain_scores_codex":[0.9985632,0.0003885987,0.0003266622,0.0003589431,0.0001640407,0.0001985396],"domain_scores_gemma":[0.9976812,0.0005670832,0.00004529088,0.001444557,0.0001046166,0.0001572393],"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":[0.00001285835,0.0001241029,1.957722e-7,0.00002102354,0.00005610349,0.000003939087,0.000670692,0.00214045,0.002377603,0.005889369,0.0002691306,0.9884346],"study_design_scores_gemma":[0.0002306756,0.0001449188,0.00001581018,0.0002652208,0.00003135065,0.0001239006,0.00009878635,0.9850233,0.003682628,0.001467847,0.00869293,0.0002226038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005541115,0.002536524,0.9905283,0.004950925,0.0001845994,0.000271603,0.00001591437,0.0006646418,0.0002934225],"genre_scores_gemma":[0.8414604,0.006044968,0.1521211,0.0001403574,0.00000854697,0.00002749451,0.000007382724,0.00002035905,0.000169374],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9882119,"threshold_uncertainty_score":0.772948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746888866581722,"score_gpt":0.269192718170047,"score_spread":0.2117238295042298,"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."}}