{"id":"W4402259610","doi":"10.62973/12-118","title":"OWS-9 Security Engineering Report","year":2013,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Defence Science and Technology Group; U.S. Army Corps of Engineers; Defence Science and Technology Laboratory; Natural Resources Canada; Federal Aviation Administration; U.S. Geological Survey; National Aeronautics and Space Administration","keywords":"Computer science; Computer security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008126532,0.0002906536,0.0003494613,0.0002001177,0.00006621026,0.0004532446,0.001020134,0.0003331828,0.0004898703],"category_scores_gemma":[0.0002183423,0.0002552725,0.0001827618,0.0002597358,0.0000133551,0.001054746,0.0005054101,0.0005139942,0.000868768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021712,"about_ca_system_score_gemma":0.0008484839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004894083,"about_ca_topic_score_gemma":0.00001505468,"domain_scores_codex":[0.9974155,0.00001372952,0.0006916482,0.0003996936,0.001124815,0.0003545693],"domain_scores_gemma":[0.9973912,0.00002911896,0.0003443169,0.001279976,0.0007897788,0.0001655835],"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":[3.208885e-7,0.00004522635,0.00006533297,0.0003238191,0.00007960072,0.0003744299,0.0009741646,0.00002216644,0.000003534301,0.09503714,0.8932396,0.009834624],"study_design_scores_gemma":[0.00005408978,0.000008956252,0.000275104,0.00003734904,0.000005631283,0.001300074,0.000005901992,0.01884266,0.0001069152,0.0004807329,0.9785048,0.0003778216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001360608,0.0001400979,0.1470765,0.0002937134,0.003913095,0.0002680683,0.000003312041,0.0008724795,0.8472967],"genre_scores_gemma":[0.2731107,0.002327064,0.1883968,0.004399708,0.006580282,0.0007883048,0.001063997,0.0003104814,0.5230226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3242741,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516217478973342,"score_gpt":0.24435199949928,"score_spread":0.2291898247095466,"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."}}