{"id":"W4417131754","doi":"10.1109/ap-s/cnc-usnc-ursi55537.2025.11266135","title":"Use of Engineered Electromagnetic Surface Technology to Enhance Coverage in a Fixed Wireless Access System at 28 Ghz","year":2025,"lang":"","type":"article","venue":"","topic":"Advanced Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Wireless; Software deployment; Service (business); Surface (topology); Access network; Fixed wireless","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":[0.0002156094,0.0006967466,0.001361059,0.001766821,0.00009226636,0.00009780821,0.002721549,0.0008633618,0.00004592775],"category_scores_gemma":[0.0004658596,0.0008338515,0.0001233978,0.006437202,0.0002202434,0.0005468545,0.002328065,0.0009468787,0.00003717599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683767,"about_ca_system_score_gemma":0.000122638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001982445,"about_ca_topic_score_gemma":0.0004536201,"domain_scores_codex":[0.9961814,0.0001109463,0.001559268,0.000825368,0.0002927254,0.001030298],"domain_scores_gemma":[0.9955969,0.000757802,0.0002508469,0.003042804,0.0002606183,0.00009100223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009809715,0.000114678,0.001649601,0.001293106,0.0001186863,0.0000137793,0.00009768068,0.5024624,0.4627197,0.01584277,0.0002732782,0.01531622],"study_design_scores_gemma":[0.000538139,0.0001673985,0.001039622,0.001588857,0.00002990068,0.000006733123,0.0003030441,0.1214216,0.8728674,0.0002289574,0.001141138,0.0006672421],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060584,0.003463369,0.1849214,0.001065176,0.0002519636,0.001419003,0.0000287228,0.001816151,0.0009758275],"genre_scores_gemma":[0.9765043,0.003175069,0.01760686,0.00003756335,0.000004777286,0.0002560025,0.000007980798,0.0000925309,0.002314921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4101477,"threshold_uncertainty_score":0.9994112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152522615981646,"score_gpt":0.2781424802212054,"score_spread":0.2666172540613889,"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."}}