{"id":"W7100264136","doi":"","title":"A WEB SERVICE BASED DISASTER RESPONSE INTERFACE FOR","year":2014,"lang":"en","type":"article","venue":"","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Toolbox; Interdependence; Interface (matter); Service (business); Disaster response; Resource (disambiguation); User interface; Disaster recovery","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":[0.0003037593,0.00009091719,0.0001152013,0.00005548309,0.00003555658,0.00002730154,0.0001157109,0.00004868997,0.0003065569],"category_scores_gemma":[0.00008108081,0.00007364806,0.00006251386,0.0001490967,0.00001277968,0.00007266649,0.000009719666,0.000058178,0.00005449182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002518762,"about_ca_system_score_gemma":0.00001081866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005283762,"about_ca_topic_score_gemma":0.0001092558,"domain_scores_codex":[0.9994949,0.00004096084,0.0001206446,0.0001164393,0.00006596006,0.0001610668],"domain_scores_gemma":[0.9994228,0.0002513136,0.00000851431,0.0002314475,0.00004132688,0.00004460254],"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":[0.0003814009,0.00001630234,0.0003835045,0.0002065897,0.00004467724,1.993889e-7,0.0003219621,0.9028925,0.08484323,0.0002697426,0.003699267,0.006940639],"study_design_scores_gemma":[0.0002673969,0.00003232437,0.0003996014,0.000008274874,0.00001566059,4.12389e-7,0.00007546588,0.9515669,0.01698285,0.0001574611,0.0303837,0.0001099604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4412446,0.000006380229,0.5562822,0.0005169419,0.00006654802,0.00007914189,0.000004804034,0.0001375793,0.001661743],"genre_scores_gemma":[0.9944645,2.722651e-7,0.004726288,0.0005160985,0.00004203427,0.00001960277,0.000002831978,0.0000132854,0.0002151251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5532199,"threshold_uncertainty_score":0.3356583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00620314137430435,"score_gpt":0.2306702746049549,"score_spread":0.2244671332306505,"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."}}