{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005208992,0.0004032026,0.000405072,0.0003915203,0.0007659131,0.0003225395,0.0005964003,0.0001718822,0.00005836268],"category_scores_gemma":[0.00008886153,0.0004205663,0.00011088,0.0004048127,0.00007056753,0.000356605,0.0001337265,0.0006043312,0.00001363835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007320961,"about_ca_system_score_gemma":0.00003830751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000485889,"about_ca_topic_score_gemma":0.0000189672,"domain_scores_codex":[0.997341,0.0001546847,0.0008351941,0.0005138023,0.0007235457,0.0004317368],"domain_scores_gemma":[0.9984995,0.0004415129,0.0003062424,0.0004988567,0.0001397871,0.0001140842],"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":[0.00004622723,0.00007705113,0.0008414623,0.0001513555,0.0001334514,0.00002021878,0.0004829804,0.9486759,0.03936502,0.0002739265,0.0009737203,0.008958717],"study_design_scores_gemma":[0.0007616954,0.00009480731,0.0003041027,0.0002116996,0.00003828831,0.0001930969,0.001300718,0.9846589,0.001408233,0.000007807159,0.01056483,0.0004558415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408598,0.001500935,0.03229582,0.0003698766,0.01258273,0.001554483,0.00107252,0.002963164,0.006800659],"genre_scores_gemma":[0.9965498,0.00005381261,0.001885714,0.00003248784,0.0005211114,0.0002196969,0.0001834346,0.00009035743,0.0004635934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05568998,"threshold_uncertainty_score":0.9998246,"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."}}