{"id":"W2886600579","doi":"10.5339/qfarc.2018.ictpd70","title":"Proactive Automated Threat Intelligence Platform","year":2018,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George Brown College","funders":"","keywords":"Malware; Computer security; Laptop; Computer science; Work (physics); Cloud computing; Hacker; Internet privacy; Engineering; Operating system","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":[0.001226675,0.001439508,0.000538505,0.001374723,0.001216701,0.003994615,0.002948308,0.002045464,0.01229545],"category_scores_gemma":[0.002616334,0.0006851446,0.001005677,0.0004340937,0.0006443651,0.003876871,0.004019138,0.002536047,0.01213989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086115,"about_ca_system_score_gemma":0.002024428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619199,"about_ca_topic_score_gemma":0.001476514,"domain_scores_codex":[0.998138,0.0002051533,0.0001034543,0.0003843418,0.000820614,0.0003485093],"domain_scores_gemma":[0.9977538,0.0003518672,0.0002255867,0.0007510742,0.0005829285,0.0003346714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001463096,0.001958604,0.009708827,0.001120132,0.0002983081,0.002728152,0.001317787,0.02211217,0.1335229,0.1112172,0.219942,0.4946108],"study_design_scores_gemma":[0.0002081662,0.0008615581,0.004369042,0.0002355049,0.000211702,0.002246869,0.0005517056,0.4303695,0.105785,0.05155957,0.403342,0.0002593053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04624075,0.00112117,0.6630785,0.005211068,0.001426793,0.003682529,0.001960086,0.1320827,0.1451964],"genre_scores_gemma":[0.5997472,0.000783726,0.321141,0.003721898,0.000427307,0.001311622,0.004710701,0.001563125,0.06659327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01229545,"threshold_uncertainty_score":0.04113239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02665414275832087,"score_gpt":0.271216438345836,"score_spread":0.2445622955875151,"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."}}