{"id":"W4241213693","doi":"10.22215/timreview862","title":"Botnet Takedown Initiatives: A Taxonomy and Performance Model","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Botnet; Taxonomy (biology); Computer science; Computer security; World Wide Web; Biology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008183338,0.0009000834,0.000898872,0.01216402,0.001241135,0.003881981,0.001702101,0.001266558,0.003372276],"category_scores_gemma":[0.02308177,0.0003223102,0.0009437168,0.01279372,0.001499538,0.005980376,0.001512909,0.001255957,0.0009845574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008619951,"about_ca_system_score_gemma":0.003324241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100017,"about_ca_topic_score_gemma":0.01027641,"domain_scores_codex":[0.9947883,0.001484322,0.0004368981,0.0004646217,0.002163883,0.0006620221],"domain_scores_gemma":[0.9710659,0.01316088,0.007535799,0.000726364,0.006475328,0.001035812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005867743,0.001025631,0.2478821,0.006222947,0.0004658645,0.0003649335,0.004189384,0.0237758,0.00110343,0.2034519,0.0432752,0.4676561],"study_design_scores_gemma":[0.0001938474,0.002777981,0.3579057,0.01294473,0.001215424,0.003117877,0.01203493,0.1896684,0.003127998,0.2196405,0.1969754,0.0003971022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5194532,0.2147546,0.07126559,0.02125998,0.0005529904,0.002811543,0.005893176,0.001150658,0.1628582],"genre_scores_gemma":[0.9250725,0.05255694,0.01401414,0.0007972587,0.0002370804,0.0008394063,0.002147004,0.00007791167,0.004257842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01216402,"threshold_uncertainty_score":0.06254238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06029285836756994,"score_gpt":0.2712291057285728,"score_spread":0.2109362473610029,"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."}}