{"id":"W4408324952","doi":"10.1109/globecom52923.2024.10901330","title":"RIS-Assisted Joint Sensing and Communications via Fractionally Constrained Fractional Programming","year":2024,"lang":"en","type":"article","venue":"","topic":"Antenna Design and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Joint (building); Computer science; Engineering; Structural 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":[0.00009429872,0.0000875429,0.00007729082,0.00009290734,0.0001145648,0.0001233288,0.00003680981,0.00005859471,0.0001013877],"category_scores_gemma":[0.00001310874,0.00008558641,0.00003089048,0.0001522701,0.00006435428,0.0001871002,0.00001930071,0.0001764926,0.00003170446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004508999,"about_ca_system_score_gemma":0.00002195495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000211767,"about_ca_topic_score_gemma":0.00002599047,"domain_scores_codex":[0.9995323,0.0000173248,0.000157764,0.0001023412,0.00008563462,0.0001045895],"domain_scores_gemma":[0.999658,0.00009999961,0.00001188975,0.000135874,0.00004666476,0.00004753161],"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":[0.00001360091,0.00008039256,0.0002065066,0.0002908517,0.0004907176,0.00003824936,0.0007093255,0.01132076,0.06925602,0.02162645,0.004237105,0.89173],"study_design_scores_gemma":[0.00007804639,0.000007107556,0.0008537464,0.0000470025,0.00001967364,0.000130008,0.0001199913,0.9859314,0.000119712,0.0002610488,0.01232245,0.0001098267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006248682,0.0006668067,0.9889508,0.0006560204,0.0001762319,0.0001133385,0.000003597512,0.0008123807,0.0079959],"genre_scores_gemma":[0.8644977,0.000139464,0.1349192,0.00005788171,0.00004927044,0.000005387903,0.00005259948,0.0000205213,0.0002579621],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9746106,"threshold_uncertainty_score":0.3490113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02437268706390206,"score_gpt":0.2420276939266953,"score_spread":0.2176550068627932,"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."}}