{"id":"W2916700422","doi":"10.1115/1.4042906","title":"Technical Communication During Nuclear and Radiological Emergencies With the Tools to Support International Assessment and Prognosis","year":2019,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"International Atomic Energy Agency; U.S. Environmental Protection Agency","keywords":"Radiological weapon; Suite; Agency (philosophy); Computer science; Systems engineering; Engineering management; Engineering; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01234415,0.001452848,0.0007205863,0.004455104,0.000797908,0.004324458,0.001614348,0.001600517,0.01548669],"category_scores_gemma":[0.05113256,0.000680784,0.0006831791,0.00185631,0.0009763113,0.004488841,0.003110534,0.001591222,0.007213437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554974,"about_ca_system_score_gemma":0.002211668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544882,"about_ca_topic_score_gemma":0.001039504,"domain_scores_codex":[0.9928631,0.003147052,0.001120226,0.0005932765,0.001981949,0.0002943375],"domain_scores_gemma":[0.9517536,0.03192383,0.003075052,0.006789691,0.005711133,0.0007467233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005280655,0.0002225701,0.008564898,0.0009320194,0.00007380819,0.001443505,0.00905925,0.01259786,0.009452834,0.02004546,0.0603422,0.8767374],"study_design_scores_gemma":[0.0002077351,0.0004332381,0.0161032,0.002501479,0.0002129489,0.003582663,0.004382845,0.08216537,0.05391306,0.04950235,0.7864077,0.0005872934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02843428,0.0006703926,0.8660535,0.002345946,0.0004807066,0.0008559252,0.002082065,0.06273299,0.03634429],"genre_scores_gemma":[0.3281513,0.00162459,0.6256955,0.0009779843,0.0003835973,0.001331898,0.004764604,0.007081968,0.02998852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01548669,"threshold_uncertainty_score":0.06528288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022710767342663,"score_gpt":0.2448122582524171,"score_spread":0.2345851505789904,"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."}}