{"id":"W2255779895","doi":"10.1002/9780470099742.ch9","title":"Secure Architectures with Active Networks","year":2006,"lang":"en","type":"other","venue":"Network Security","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Computer network","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002414742,0.0007976247,0.0007434252,0.0002563127,0.0002998768,0.0002591134,0.001448704,0.0009754103,0.000329215],"category_scores_gemma":[0.000007865955,0.000672725,0.0002200076,0.001201777,0.00019619,0.0001321206,0.0004708538,0.001654898,0.00005704857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009082127,"about_ca_system_score_gemma":0.0001067322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006567053,"about_ca_topic_score_gemma":0.009037616,"domain_scores_codex":[0.9963253,0.0003022923,0.0003712345,0.001249647,0.0006747881,0.001076727],"domain_scores_gemma":[0.9976215,0.0001210327,0.0005602781,0.00138687,0.00007763936,0.0002326799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005424048,0.00007997369,0.00003255708,0.00004154236,0.0001291481,0.00006873185,0.0001351674,0.01350207,1.356866e-7,0.009964377,0.9487364,0.02725569],"study_design_scores_gemma":[0.00049582,0.000239352,0.0001463709,0.0004394438,0.00005001568,0.00007457408,0.000003363068,0.04124983,0.000009310623,0.01068305,0.9456646,0.0009442065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008840741,0.005193493,0.2458979,0.0002243349,0.002541387,0.0009955944,0.00003146713,0.002417109,0.7426103],"genre_scores_gemma":[0.3074131,0.004162116,0.07818271,0.008666903,0.1044575,0.001050015,0.001040759,0.006020157,0.4890068],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3073247,"threshold_uncertainty_score":0.9995724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003855298437336061,"score_gpt":0.1949936983981984,"score_spread":0.1911383999608623,"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."}}