{"id":"W2347455214","doi":"","title":"Intrusion Detection Algorithm of Artificial Immune Based on Decision Tree and Genetic Algorithm","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Artificial Immune Systems Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Decision tree; Algorithm; Intrusion detection system; Genetic algorithm; Antibody; Set (abstract data type); Tree (set theory); Artificial intelligence; Machine learning; Mathematics; Immunology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001526816,0.0005786606,0.001040414,0.001369584,0.0004352346,0.0008737859,0.001343727,0.001029878,0.0009305262],"category_scores_gemma":[0.003185631,0.0003029971,0.0008650725,0.001257536,0.0005024232,0.001219764,0.0006024601,0.0008008403,0.0002262373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007987128,"about_ca_system_score_gemma":0.001016781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003485478,"about_ca_topic_score_gemma":0.001750394,"domain_scores_codex":[0.9986823,0.0003617499,0.0001043592,0.000190535,0.0005468218,0.0001141676],"domain_scores_gemma":[0.9990434,0.0004713103,0.00006783759,0.00004015298,0.000346325,0.00003087474],"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":[0.0002625936,0.0001951821,0.003813821,0.0003002619,0.0002157734,0.0002732198,0.0003033059,0.4088627,0.01302527,0.0283388,0.004212635,0.5401965],"study_design_scores_gemma":[0.0000375784,0.00007697038,0.0003614857,0.00001458176,0.00003255885,0.0001239323,0.00001399349,0.9899855,0.003234552,0.004467487,0.001634715,0.00001684596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01804091,0.0003752088,0.9788898,0.0001624237,0.00007206255,0.00008116395,0.00002614776,0.000538978,0.001813263],"genre_scores_gemma":[0.3767767,0.0006851435,0.6188455,0.0002285401,0.00008179868,0.0003688431,0.000183153,0.00006091959,0.002769302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003485478,"threshold_uncertainty_score":0.008074701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007394432630398229,"score_gpt":0.2061452013744935,"score_spread":0.1987507687440953,"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."}}