{"id":"W2397336953","doi":"10.1111/j.1539-6924.2009.01244.x","title":"From the Editors","year":2009,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Risk management; Risk assessment; Homeland security; Actuarial science; IT risk management; Vulnerability (computing); Risk analysis (engineering); Risk management tools; Factor analysis of information risk; Terrorism; Business; Operations research; Engineering; Political science; Computer security; Computer science; Risk management information systems; Law; Finance; Information system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001602473,0.00011074,0.0002160146,0.0001046184,0.000136839,0.00005177997,0.0002349133,0.0000604206,0.000470588],"category_scores_gemma":[0.00004908771,0.00007068069,0.0003597691,0.001413271,0.00002912028,0.00008062465,0.000007294037,0.0001927355,0.00007071182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003107383,"about_ca_system_score_gemma":0.00000494506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005466206,"about_ca_topic_score_gemma":0.00015686,"domain_scores_codex":[0.9992609,0.00004972938,0.000174733,0.0001529649,0.0001926936,0.000168996],"domain_scores_gemma":[0.9993296,0.0001193493,0.00002953282,0.0004479438,0.00002593232,0.0000476202],"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":[0.000001935858,0.000007752988,0.02876505,6.132885e-7,0.001387563,0.000001295015,0.0003694745,0.9258597,0.000151253,0.0000254049,0.01944321,0.02398671],"study_design_scores_gemma":[0.0001056312,0.000013331,0.389313,0.000002800082,0.006102139,2.291115e-7,0.0004342622,0.5751638,0.001044469,0.006324478,0.02120386,0.0002918867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847343,0.000667134,0.110314,0.000944686,0.0005083451,0.00006602528,0.0000672136,0.0002978959,0.002400371],"genre_scores_gemma":[0.996706,0.0001277534,0.0003741144,0.00007524761,0.002658037,0.00000160672,0.00002717306,0.000004496205,0.00002554574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.360548,"threshold_uncertainty_score":0.5152608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002279135053267363,"score_gpt":0.1994059942449278,"score_spread":0.1971268591916604,"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."}}