{"id":"W3202285276","doi":"10.18280/ijsse.110410","title":"First Responder Safety in the Event of a Dirty Bomb Detonation in Urban Environment","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Detonation; Radiological weapon; Radionuclide; Environmental science; Population; Respirator; Radioactive waste; Radiation protection; Contamination; Waste management; Nuclear engineering; Environmental health; Medical emergency; Nuclear medicine; Explosive material; Medicine; Engineering; Materials science; Surgery; Geography; Physics; Nuclear physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003823017,0.0000786105,0.0001572027,0.0001359886,0.00001582767,0.00001189682,0.0001161475,0.00003789699,0.00001548626],"category_scores_gemma":[0.0000624685,0.0000663173,0.00005682568,0.00008531339,0.00001558989,0.0001424127,0.00003244204,0.0002360983,4.041057e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421125,"about_ca_system_score_gemma":0.00001027891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008587005,"about_ca_topic_score_gemma":0.00005999501,"domain_scores_codex":[0.9992116,0.00002445948,0.0003578141,0.00006013634,0.0002594885,0.00008650379],"domain_scores_gemma":[0.9996755,0.0001642921,0.00004973991,0.00005387644,0.00003570793,0.00002089515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002366891,0.0001760057,0.005304827,0.000105661,0.0002550777,0.0002543996,0.01443468,0.9709471,0.002025222,0.003477169,0.00008842911,0.002694745],"study_design_scores_gemma":[0.003021257,0.0000979006,0.6642588,0.0007455977,0.00003852146,0.000432382,0.002189222,0.2409807,0.002156138,0.0007052973,0.08499663,0.0003776036],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982206,0.004629777,0.009359945,0.002499796,0.0006753263,0.00009754926,0.00002663211,0.00001215543,0.0004927849],"genre_scores_gemma":[0.9960559,0.003608842,0.0002253151,0.00001858071,0.00007653834,8.403562e-7,0.000001863052,0.000007249725,0.00000486763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7299665,"threshold_uncertainty_score":0.2704341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004419553531510329,"score_gpt":0.1955911218519819,"score_spread":0.1911715683204716,"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."}}