{"id":"W3007746048","doi":"10.26417/ejef.v4i1.p46-63","title":"Determining the Probability of Cyberattacks","year":2020,"lang":"en","type":"article","venue":"European Journal of Formal Sciences and Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer security; Computer science; Identification (biology); Information security; Risk analysis (engineering); Business","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":[0.001091281,0.0000439873,0.00006843261,0.00002407953,0.00008774761,0.00009523502,0.0004694287,0.000004382169,0.000001875052],"category_scores_gemma":[0.00006300632,0.00002565512,0.00003259884,0.0001751233,0.00004622204,0.001019802,0.0001188676,0.00009339378,0.000001035618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003064473,"about_ca_system_score_gemma":0.00001700343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.478708e-7,"about_ca_topic_score_gemma":7.050796e-8,"domain_scores_codex":[0.9994122,0.00002573572,0.0002472813,0.00004477397,0.0001656196,0.0001043974],"domain_scores_gemma":[0.9996837,0.00002342972,0.0001260839,0.00004758874,0.00005240144,0.00006675172],"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":[0.00003406833,0.00008502218,0.01854963,0.000349119,0.00006585738,0.00005219543,0.09944527,0.1053169,0.002886592,0.1994839,0.0008495642,0.5728819],"study_design_scores_gemma":[0.0008873016,0.00144411,0.2273773,0.0001103088,0.00001110327,0.0001769586,0.0004729671,0.7479242,0.002105404,0.000138518,0.01905184,0.0002999549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.809804,0.00006987744,0.1849172,0.0009745389,0.000155006,0.00003352154,2.976181e-7,0.00001336088,0.004032277],"genre_scores_gemma":[0.9887769,0.00000767961,0.01100445,0.0001682612,0.00004089089,5.085021e-8,1.817489e-8,0.000001118638,6.98419e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6426073,"threshold_uncertainty_score":0.1046186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284685637808491,"score_gpt":0.2045903779990265,"score_spread":0.1817435216209416,"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."}}