{"id":"W4386148294","doi":"10.1109/mcom.001.2200970","title":"RISs and Sidelink Communications in Smart Cities: The Key to Seamless Localization and Sensing","year":2023,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Computer science; Beacon; Wireless; Telecommunications; Key (lock); Computer network; Transceiver; Communications system; Computer security","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":[0.0004324882,0.0001809183,0.0002101766,0.0003922341,0.0004793546,0.0000871066,0.001482805,0.0001017659,0.000002121485],"category_scores_gemma":[0.0002340733,0.0001769293,0.00002162033,0.00151814,0.0005199781,0.000204976,0.00128506,0.0004618957,0.00007015874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008468577,"about_ca_system_score_gemma":0.0000173203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005405613,"about_ca_topic_score_gemma":0.001669588,"domain_scores_codex":[0.9988666,0.0001690408,0.0004271787,0.0001735447,0.0001149679,0.0002486236],"domain_scores_gemma":[0.9946467,0.0008882885,0.00005887198,0.004227952,0.000117764,0.00006043042],"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":[0.00002874356,0.0001812041,0.01267596,0.0003522058,0.0001964458,0.000006636702,0.02422128,0.4100729,0.01760268,0.04969734,0.02520294,0.4597617],"study_design_scores_gemma":[0.0003221812,0.00001727983,0.007231543,0.0001634303,0.00001390598,0.00001324444,0.002864016,0.8668766,0.0004926746,0.00468816,0.1169797,0.0003372053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.406801,0.02735062,0.403163,0.1294773,0.0006513037,0.004157804,0.000189054,0.01044529,0.01776468],"genre_scores_gemma":[0.9549966,0.02405582,0.02033101,0.0002369187,0.00001078817,0.0001311741,0.00007477355,0.00004884423,0.0001140349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5481957,"threshold_uncertainty_score":0.7214966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473243120198072,"score_gpt":0.2951837031753005,"score_spread":0.2504512719733197,"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."}}