{"id":"W2012302024","doi":"10.1109/bsc.2008.4563248","title":"Comparison of operating system implementations of SYN flood defenses (Cookies)","year":2008,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Implementation; Bottleneck; Computer science; Flood myth; Operating system; Embedded system; Software engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001203525,0.00006006382,0.0001744076,0.00006868173,0.000172832,0.00001374628,0.0002346935,0.00002688623,0.00003150223],"category_scores_gemma":[0.00001333761,0.00005364552,0.0000464925,0.0002854324,0.00003399636,0.0002242291,0.00009818572,0.00005002211,0.000007415857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001551629,"about_ca_system_score_gemma":0.00003222789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000195161,"about_ca_topic_score_gemma":0.00006447874,"domain_scores_codex":[0.9991347,0.00005314711,0.000399342,0.0001303437,0.0001825958,0.00009991742],"domain_scores_gemma":[0.9994224,0.0000694209,0.0001382884,0.0002207917,0.000120315,0.00002874698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001671143,0.0005365558,0.06721615,0.0003617554,0.0001249542,0.000008089489,0.01394493,0.009390972,0.03492751,0.8517998,0.005181319,0.01649123],"study_design_scores_gemma":[0.0006221449,0.000514399,0.008734389,0.0001185371,0.00001738211,0.00008886186,0.002840932,0.5081459,0.4780071,0.0001666756,0.0005153053,0.0002284098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6881869,0.00009163847,0.3068658,0.00003697448,0.0001885902,0.0001119178,0.000002063379,0.00008243215,0.004433671],"genre_scores_gemma":[0.9762172,0.00000722877,0.02369301,0.00001868485,0.00002434846,0.000004788407,0.000001160018,0.000002585878,0.00003107635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8516331,"threshold_uncertainty_score":0.2187601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0521304761660198,"score_gpt":0.3130305649753766,"score_spread":0.2609000888093568,"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."}}