{"id":"W7025346892","doi":"","title":"User traffic characteristics study and network security implications in PWLAN","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Internet Traffic Analysis and Secure E-voting","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Network security policy; Exploit; Internet security; Security service; Network security; Cloud computing security; Hacker; The Internet; Server; TRACE (psycholinguistics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001335504,0.0007194686,0.001108625,0.0004231724,0.0006275247,0.0003748547,0.001544828,0.0005576438,0.00003681485],"category_scores_gemma":[0.0001794365,0.0007513987,0.0002621077,0.0009805926,0.00003094985,0.0007319769,0.000252348,0.001681086,0.0001252836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003303744,"about_ca_system_score_gemma":0.00006469051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007595115,"about_ca_topic_score_gemma":0.00370181,"domain_scores_codex":[0.9953057,0.0004637171,0.001220845,0.00159276,0.0005955757,0.0008213657],"domain_scores_gemma":[0.9975759,0.000270707,0.000686067,0.0009049128,0.0003182703,0.0002441389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001077902,0.001657385,0.003572002,0.0003599159,0.0006717599,0.0001501506,0.0006138158,0.001640773,0.0002792091,0.8159649,0.00002611021,0.1749562],"study_design_scores_gemma":[0.01024866,0.003188162,0.5881937,0.003911125,0.002491012,0.0002497543,0.006991759,0.2993109,0.0006852094,0.01004218,0.05948563,0.01520192],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936309,0.000129583,0.00001571649,0.00001788912,0.00097604,0.000962703,0.0001307976,0.0002203888,0.003915915],"genre_scores_gemma":[0.9974533,0.00007866124,0.0003590112,0.0001520171,0.00008216098,0.0001036756,0.0004017706,0.00008728536,0.001282097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8059227,"threshold_uncertainty_score":0.9994937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188119393928588,"score_gpt":0.2443885957643819,"score_spread":0.232507401825096,"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."}}