{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007393326,0.0002703018,0.000235418,0.002147058,0.000519701,0.0008337374,0.0002983377,0.0003810079,0.00104231],"category_scores_gemma":[0.007021802,0.0001601043,0.0002191314,0.00225331,0.0003155464,0.001303597,0.0003391996,0.0004248907,0.0002430796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006282227,"about_ca_system_score_gemma":0.0003175209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536593,"about_ca_topic_score_gemma":0.004855906,"domain_scores_codex":[0.9989704,0.0003465789,0.00007229084,0.0001933,0.0002746397,0.0001428831],"domain_scores_gemma":[0.9915433,0.004429861,0.001427088,0.0004784911,0.001848815,0.0002725546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002314051,0.0002753387,0.9476655,0.00007361164,0.00004844357,0.0005623801,0.002245609,0.003898258,0.006246205,0.001215263,0.0005165915,0.03702129],"study_design_scores_gemma":[0.000004942517,0.0005700006,0.9091501,0.00003358165,0.00007372512,0.001824526,0.006272704,0.07127439,0.007108705,0.001126852,0.002515306,0.00004520556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956169,0.00004486672,0.002499058,0.0000757759,0.000004331295,0.00002387612,0.00015039,0.00003367994,0.001551239],"genre_scores_gemma":[0.9986212,0.00004992783,0.0007921243,0.00001502376,0.000005929974,0.00001752918,0.0001593614,0.000007230676,0.0003315136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00536593,"threshold_uncertainty_score":0.01066941,"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."}}