{"id":"W4240576723","doi":"10.1145/3132114","title":"Proceedings of the 13th ACM Symposium on QoS and Security for Wireless and Mobile Networks","year":2017,"lang":"en","type":"paratext","venue":"","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Quality of service; Wireless network; World Wide Web; Telecommunications; Wireless","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":[0.0004129055,0.0005977376,0.0008585641,0.00006758255,0.000255409,0.0002145216,0.0008379318,0.0008355277,0.00006396208],"category_scores_gemma":[0.00003902629,0.0004571848,0.000168817,0.00009262652,0.0002963208,0.0001776515,0.0005080809,0.000824089,0.00000869649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000970116,"about_ca_system_score_gemma":0.00003439514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000054742,"about_ca_topic_score_gemma":0.00005832571,"domain_scores_codex":[0.9980857,0.00001736976,0.0004511999,0.0006295875,0.0002574856,0.0005586651],"domain_scores_gemma":[0.9983588,0.0002417466,0.0002612774,0.0008180291,0.0001832926,0.0001368808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002956128,0.0001856761,0.0007845059,0.007600152,0.0004682112,9.40803e-7,0.00173071,0.01064616,0.0004052912,0.001152897,0.9740067,0.002723217],"study_design_scores_gemma":[0.005871695,0.001244225,0.001514683,0.003646119,0.0009233006,0.00005220716,0.0004242442,0.3981064,0.01014956,0.002401695,0.5718657,0.00380015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8148039,0.01298639,0.0006515082,0.0002338805,0.01567161,0.01120349,0.0008185328,0.0004310985,0.1431996],"genre_scores_gemma":[0.983483,0.00378689,0.00007051352,0.00006588443,0.001736757,0.0005819303,0.00004725101,0.0001523584,0.01007544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021409,"threshold_uncertainty_score":0.999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007730575449350089,"score_gpt":0.2276718488619959,"score_spread":0.2199412734126458,"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."}}