{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007385566,0.0001949427,0.000235785,0.0002375254,0.0002688788,0.00002120312,0.0001862214,0.0001147776,0.000008684536],"category_scores_gemma":[9.276995e-7,0.0002124036,0.00007463631,0.0004384212,0.00009477406,0.00005903607,0.00005185964,0.0001448315,0.00007961449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006487245,"about_ca_system_score_gemma":0.00001901479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003875713,"about_ca_topic_score_gemma":0.000008541807,"domain_scores_codex":[0.9987665,0.00002257532,0.0005530361,0.0003016189,0.0001622769,0.0001939503],"domain_scores_gemma":[0.9991997,0.000100964,0.00008795257,0.0004503838,0.00009096727,0.00007006335],"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":[0.000003228087,0.00007199457,0.00001006901,0.00001214928,0.00001018248,8.241803e-7,0.00007554743,0.00697868,0.1374336,0.0000284342,0.00008304165,0.8552922],"study_design_scores_gemma":[0.0003017228,0.0000604397,0.008803858,0.00003030972,0.00001989221,0.00004941966,0.00001208375,0.8383823,0.132941,0.000547772,0.01859036,0.000260856],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0425588,0.0002204358,0.9559535,0.00002229116,0.00004386757,0.0008337459,0.00002672494,0.0002338505,0.000106769],"genre_scores_gemma":[0.458744,0.00004383165,0.5404976,0.00001952434,0.000139012,0.0004737017,0.00002681414,0.00004429667,0.00001121382],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8550314,"threshold_uncertainty_score":0.8661565,"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."}}