{"id":"W1678876464","doi":"10.1109/iwcmc.2015.7289100","title":"On sharing resources performance analysis in 3GPP-LTE systems framework","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Computer network; Cellular network; Node (physics); Mobile telephony; Next-generation network; Radio access network; Distributed computing; Mobile radio; Mobile station; Base station; Engineering; Operating system; The Internet","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":[0.000150856,0.0001171437,0.0001932609,0.0002686772,0.00002162936,0.00004138884,0.000135402,0.0000857535,0.00001710778],"category_scores_gemma":[0.00002820028,0.0001130203,0.00002840536,0.001129012,0.000008697821,0.0001618034,0.00002467838,0.0001771679,0.00004056411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132136,"about_ca_system_score_gemma":0.000002908629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001771621,"about_ca_topic_score_gemma":0.0000207941,"domain_scores_codex":[0.9992388,0.0000117777,0.0002083177,0.0001695672,0.000163049,0.0002084108],"domain_scores_gemma":[0.9995657,0.00005309783,0.00002582374,0.0002595044,0.00002486425,0.00007098274],"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":[0.000007080326,0.000005196558,0.01850423,0.00001622046,0.00003863963,0.000001612059,0.000268225,0.9796734,0.000001808711,0.0009888571,0.00007664278,0.0004180788],"study_design_scores_gemma":[0.0001078699,0.00001487104,0.002016732,0.00007415458,0.00001807017,4.087767e-7,0.00009728259,0.9971318,0.00003057687,0.0001352516,0.0002356192,0.0001373788],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6416118,0.0002901487,0.3463223,0.000008045536,0.0001923796,0.00008927773,6.328143e-7,0.0003278638,0.01115762],"genre_scores_gemma":[0.9945119,0.00006189328,0.005017628,0.00001696038,0.0000782909,0.00001814359,0.000006939564,0.00002570871,0.0002625409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3529001,"threshold_uncertainty_score":0.4608835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346258242080977,"score_gpt":0.2203255045831563,"score_spread":0.2068629221623465,"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."}}