{"id":"W2241336829","doi":"10.1109/cscloud.2015.93","title":"Next Generation of Impersonator Bots: Mimicking Human Browsing on Previously Unvisited Sites","year":2015,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005698042,0.0004310943,0.0004813929,0.000516132,0.0002999659,0.0006666782,0.001059525,0.001318892,0.002269911],"category_scores_gemma":[0.002119984,0.000223647,0.0005376727,0.0002498726,0.0006972758,0.0009769365,0.000665656,0.0009785141,0.0003439585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209817,"about_ca_system_score_gemma":0.0005108668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005172273,"about_ca_topic_score_gemma":0.004985625,"domain_scores_codex":[0.9997943,0.00007980401,0.000007039648,0.00003175374,0.00003983716,0.00004733406],"domain_scores_gemma":[0.9986298,0.0006633985,0.000201372,0.0001689369,0.0001716241,0.0001647379],"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":[0.000327916,0.0007452916,0.01274355,0.0001681309,0.00006136981,0.0007522969,0.000423843,0.9369165,0.01105133,0.02535128,0.001898648,0.009559901],"study_design_scores_gemma":[0.00002481736,0.0001153379,0.0008928569,0.00001050129,0.00001258068,0.00007580111,0.00004796682,0.995499,0.0007198973,0.001952094,0.0006388864,0.00001032528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345239,0.0002318118,0.05415876,0.0004471382,0.0001072951,0.0001486291,0.0003097521,0.0003684562,0.009704337],"genre_scores_gemma":[0.9820968,0.0001249104,0.01365207,0.0001020627,0.0000106471,0.0001019001,0.0001000653,0.00002964737,0.003781935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005172273,"threshold_uncertainty_score":0.01028436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427055436674784,"score_gpt":0.3233628292370959,"score_spread":0.1806572855696175,"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."}}