{"id":"W78935598","doi":"10.2172/1037742","title":"Cyber Security Indications and Warning System (SV) (CRADA 1573.94 Project Accomplishments Summary)","year":2011,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Schedule; Scope (computer science); Scalability; Computer science; Computer security; Warning system; Scale (ratio); Identification (biology); Focus (optics); Data science; Telecommunications; Database; Geography; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001213517,0.0004624243,0.0005622763,0.000522678,0.0004359698,0.0005593891,0.001353866,0.0004331594,0.00006716703],"category_scores_gemma":[0.00008838393,0.0004054841,0.0001532069,0.0005591696,0.0000745424,0.00144702,0.001071792,0.0007153229,0.0001576896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003932515,"about_ca_system_score_gemma":0.001452487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002669853,"about_ca_topic_score_gemma":0.0002243446,"domain_scores_codex":[0.9965901,0.0001419135,0.0009046927,0.0007120081,0.001149722,0.0005015033],"domain_scores_gemma":[0.9971449,0.00007960806,0.0008175883,0.001168765,0.0005946243,0.0001945267],"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":[0.00001088937,0.00032182,0.006221671,0.002832753,0.0005385763,0.00007669104,0.02253277,8.674998e-7,0.000002157779,0.2323986,0.6904255,0.04463761],"study_design_scores_gemma":[0.0004181564,0.00006702995,0.004415912,0.0006450285,0.00008545367,0.0004922205,0.0006024526,0.003329555,0.00009184051,0.0005973332,0.9880787,0.001176347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0007928779,0.0006049022,0.02344925,0.0001297242,0.001985637,0.001507674,0.00005087116,0.0009411243,0.970538],"genre_scores_gemma":[0.9004449,0.00265176,0.0377401,0.00178859,0.001267625,0.001439537,0.001270321,0.0001969731,0.05320022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9173377,"threshold_uncertainty_score":0.9998397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818040414422809,"score_gpt":0.279719026810818,"score_spread":0.2415386226665899,"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."}}