{"id":"W1618210274","doi":"10.5555/2048558.2048572","title":"An overview of cyber attack and computer network operations simulation","year":2011,"lang":"en","type":"article","venue":"Annual Simulation Symposium","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; Royal Military College of Canada","funders":"","keywords":"Constructive; Snapshot (computer storage); Cyberwarfare; Network-centric warfare; Computer science; Modeling and simulation; Electronic warfare; Computer security; State (computer science); Simulation modeling; Government (linguistics); Simulation; Telecommunications","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":[0.001016758,0.0001790815,0.0003013902,0.0001796586,0.000269777,0.0001204517,0.0003419439,0.0001421487,0.0005157381],"category_scores_gemma":[0.00008586704,0.0001530372,0.0000914161,0.0007633433,0.0001065713,0.001125733,0.0001030635,0.00009089166,0.0000653844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001835981,"about_ca_system_score_gemma":0.00003128961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006362423,"about_ca_topic_score_gemma":0.00002481435,"domain_scores_codex":[0.9975125,0.0002215463,0.0009449441,0.0005009635,0.0006123409,0.0002077723],"domain_scores_gemma":[0.9970984,0.0007596108,0.0002550779,0.0007052033,0.00103591,0.0001458355],"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":[0.00002012391,0.00009161959,0.00978827,0.000003101363,0.000009111058,2.551796e-7,0.00152526,0.967645,0.00007192513,0.01209999,0.0003546353,0.00839072],"study_design_scores_gemma":[0.0002464445,0.0001423048,0.05497529,0.00001326022,0.00001889841,8.79637e-7,0.00009666156,0.9255648,0.0001332929,0.005243941,0.01338517,0.000179084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4063066,0.0001756256,0.5886395,0.0002371964,0.0002330055,0.0009037158,0.0001034269,0.0002198868,0.003181068],"genre_scores_gemma":[0.9888049,0.00002299301,0.01017795,0.0003853817,0.0002263492,0.00001832007,0.00003857335,0.00001948784,0.0003060936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5824983,"threshold_uncertainty_score":0.6240677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2348120446354033,"score_gpt":0.452874404302491,"score_spread":0.2180623596670878,"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."}}