{"id":"W4206328623","doi":"10.18280/ijsse","title":"International Journal of Safety and Security Engineering","year":2020,"lang":"en","type":"paratext","venue":"International Journal of Safety and Security Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer security; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003370985,0.0005460639,0.00155558,0.001643332,0.0000967935,0.0006456296,0.002403264,0.0004227648,0.0008950498],"category_scores_gemma":[0.00318651,0.0004671373,0.0007982228,0.0004950027,0.0001136581,0.001146853,0.0006069493,0.001961103,0.0000525278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916496,"about_ca_system_score_gemma":0.0002839592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002479456,"about_ca_topic_score_gemma":0.000008442533,"domain_scores_codex":[0.991982,0.0001546145,0.003434799,0.000465517,0.003617353,0.0003456591],"domain_scores_gemma":[0.992445,0.001383239,0.002415219,0.0002576566,0.002983813,0.0005150542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01313705,0.0008832731,0.001795119,0.000626914,0.02388301,0.005562461,0.0333584,0.617981,0.002675398,0.01192627,0.09944141,0.1887297],"study_design_scores_gemma":[0.002183342,0.0002079205,0.0009630895,0.0007827086,0.0002258586,0.002087249,0.0005468259,0.05854398,0.0001943096,0.001471944,0.9321838,0.0006090023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06577013,0.07932987,0.6370451,0.07741833,0.1138115,0.001036172,0.004690922,0.0001439097,0.02075409],"genre_scores_gemma":[0.8597474,0.1247106,0.004232127,0.000398773,0.009613318,0.000001652013,0.00009790393,0.0001082105,0.001089947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8327424,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01842125762525558,"score_gpt":0.3010076585868156,"score_spread":0.28258640096156,"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."}}