{"id":"W4388011389","doi":"10.1145/3616391","title":"Proceedings of the 19th ACM International Symposium on QoS and Security for Wireless and Mobile Networks","year":2023,"lang":"en","type":"paratext","venue":"","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Quality of service; Wireless; Wireless network; Computer network; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003316829,0.0004185885,0.0005223975,0.00007395788,0.00009037771,0.0001187507,0.0005964135,0.0005170675,0.0001022577],"category_scores_gemma":[0.00003379003,0.0003350281,0.0001333259,0.0001888158,0.000145189,0.0001171176,0.0004804727,0.0006258856,0.00001791976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105709,"about_ca_system_score_gemma":0.00001853844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003642894,"about_ca_topic_score_gemma":0.00005522979,"domain_scores_codex":[0.9983944,0.00001227535,0.0004253154,0.0005024188,0.0002890685,0.0003764832],"domain_scores_gemma":[0.9989637,0.0003109104,0.0001421688,0.000323386,0.0001739115,0.00008597773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000180389,0.0001095656,0.0003954094,0.002651161,0.0004745852,7.07625e-7,0.001155358,0.02541071,0.0001958005,0.001257124,0.9664579,0.001711304],"study_design_scores_gemma":[0.003015327,0.0004467471,0.0009148029,0.001689888,0.0003132693,0.00002248589,0.0004700784,0.7128516,0.003176896,0.00156371,0.2738115,0.001723669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171852,0.004860331,0.001169738,0.0005934569,0.04313179,0.01007326,0.001740422,0.0009165931,0.1203292],"genre_scores_gemma":[0.975023,0.004139073,0.000079481,0.0001042175,0.002648831,0.0008433549,0.0001658361,0.0001980681,0.01679812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6926463,"threshold_uncertainty_score":0.9999102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007736138497388034,"score_gpt":0.2296142678963831,"score_spread":0.221878129398995,"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."}}