{"id":"W1974232565","doi":"10.1145/1451940.1451976","title":"WIDS","year":2008,"lang":"en","type":"article","venue":"","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003392151,0.00002372887,0.00002556695,0.00002008407,0.00009470958,0.00001232203,0.0001735188,0.0000158087,0.0001112589],"category_scores_gemma":[0.00000333126,0.00001965573,0.00001559055,0.0001459097,0.00001271159,0.0002147868,0.00005503141,0.00003432846,0.0002704452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004412334,"about_ca_system_score_gemma":0.000008098949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001114355,"about_ca_topic_score_gemma":0.000002742399,"domain_scores_codex":[0.9997296,0.000008533971,0.00004199412,0.00008246794,0.00007104837,0.00006634106],"domain_scores_gemma":[0.9997971,0.000008698263,0.000007538689,0.0001478547,0.00001342739,0.00002536123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003459978,0.00006611228,0.0006706747,0.000002062584,0.000005867059,0.00004351772,0.0008831741,0.00007341523,0.0009605379,0.7193215,0.1115466,0.1664231],"study_design_scores_gemma":[0.0003429732,0.0002081453,0.009041023,0.00000490286,9.51086e-7,0.0004852465,0.000006831026,0.211509,0.02490035,0.02551556,0.7276964,0.0002885381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05834122,0.00003575171,0.8494382,0.0006163589,0.0003982448,0.00002491891,2.337421e-8,0.0002804426,0.09086486],"genre_scores_gemma":[0.9802631,0.00003344114,0.01664968,0.0007131565,0.00006457978,0.000001219262,6.912378e-8,0.000001019709,0.002273812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9219218,"threshold_uncertainty_score":0.3476117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173226502299525,"score_gpt":0.2097309843720286,"score_spread":0.1924083341420761,"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."}}