{"id":"W4287847025","doi":"10.1109/bmsb55706.2022.9828588","title":"5G System Level Simulation Calibration Using MATLAB 5G Toolbox","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada; University of Toronto","funders":"","keywords":"Toolbox; Computer science; MATLAB; Plug-in; Multicast; Calibration; Distributed computing; Real-time computing; Computer architecture; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007600134,0.0008824335,0.000595541,0.0005847146,0.000360562,0.0009225765,0.001080352,0.0007332748,0.02395056],"category_scores_gemma":[0.002114448,0.0002952852,0.0006572056,0.0005014555,0.000225743,0.0008173423,0.0007475694,0.001387293,0.004817363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006649357,"about_ca_system_score_gemma":0.0008712204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005916185,"about_ca_topic_score_gemma":0.003342333,"domain_scores_codex":[0.9994924,0.0001623978,0.00003618747,0.00005522247,0.0001814265,0.00007228937],"domain_scores_gemma":[0.9991179,0.0002703062,0.0000674555,0.0001370115,0.0003681544,0.00003917559],"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":[0.0001747702,0.00006780135,0.002199662,0.0003658797,0.00008802527,0.0002366606,0.0001306925,0.9142608,0.007034793,0.01582851,0.02526516,0.03434725],"study_design_scores_gemma":[0.00004004578,0.00004745057,0.0003493111,0.0000369563,0.00001915162,0.00007681749,0.00002868361,0.9701395,0.005239215,0.003143689,0.02085527,0.00002394951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03576677,0.0005605266,0.8673765,0.0007218957,0.0004653407,0.0003499266,0.005903243,0.02771093,0.06114487],"genre_scores_gemma":[0.6880106,0.001125309,0.2689242,0.0007009078,0.00009882607,0.0009811047,0.008890319,0.00486755,0.02640122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02395056,"threshold_uncertainty_score":0.08012259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894969753114652,"score_gpt":0.2694574266660697,"score_spread":0.2205077291349232,"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."}}