{"id":"W2037659139","doi":"10.1016/j.jnca.2004.06.004","title":"An agent-based approach to security service","year":2004,"lang":"en","type":"article","venue":"Journal of Network and Computer Applications","topic":"Security and Verification in Computing","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Computer security; Security service; Authentication (law); Distributed System Security Architecture; Service (business); Interface (matter); Computer security model; Cloud computing security; Security information and event management; Information security; Cloud computing; Operating system","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":[0.00041452,0.000116148,0.0001726947,0.00009602267,0.0002616592,0.0002425206,0.0009441327,0.0000527659,8.736532e-7],"category_scores_gemma":[0.00000166961,0.000111146,0.00005559564,0.0007724047,0.00001967111,0.0002895701,0.0001081401,0.00019317,0.000007978746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004033246,"about_ca_system_score_gemma":0.0001099962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007086534,"about_ca_topic_score_gemma":0.000002135363,"domain_scores_codex":[0.9988957,0.00005629317,0.0003718387,0.000258804,0.0002172768,0.0002001068],"domain_scores_gemma":[0.9987374,0.00005744834,0.0002236397,0.0004446662,0.000268806,0.0002680655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001095864,0.0006111091,0.0002330868,0.00003332892,0.00003051401,0.000002731646,0.002040084,0.6498452,0.00004273505,0.3104057,0.001353572,0.03539095],"study_design_scores_gemma":[0.0007730604,0.0002485004,0.003366166,0.00005503186,0.00001905306,0.0001735442,0.0000447249,0.9162675,0.0000691235,0.03767984,0.04101816,0.0002853366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01003234,0.0001369641,0.9874702,0.001724167,0.0001683082,0.0001942385,7.874424e-7,0.0000596103,0.00021339],"genre_scores_gemma":[0.5471463,0.000007294489,0.4489469,0.003097116,0.0007798339,0.00001460034,0.000002066305,0.00000523859,7.021816e-7],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5385233,"threshold_uncertainty_score":0.4532404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032854001819957,"score_gpt":0.2607101616701492,"score_spread":0.2403816216519497,"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."}}