{"id":"W2969811330","doi":"10.5055/jem.2019.0425","title":"Nuclear emergencies and natural disasters","year":2019,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Natural disaster; Radiological weapon; Nuclear power plant; Nuclear power; Plan (archaeology); Nuclear disaster; Natural (archaeology); Emergency management; Environmental planning; Emergency response; Accident (philosophy); Risk analysis (engineering); Business; Nuclear plant; Medical emergency; Engineering; Geography; Political science; Medicine; Nuclear engineering; Meteorology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006329706,0.00009163455,0.0001436597,0.0001614543,0.0001696605,0.00003670619,0.0002514222,0.00002533256,0.00543661],"category_scores_gemma":[0.00001578277,0.00007857786,0.0001156255,0.0001915889,0.0000442286,0.0003512612,0.000101561,0.00009985887,0.0001667629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005776301,"about_ca_system_score_gemma":0.000008541186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006909613,"about_ca_topic_score_gemma":0.00009805516,"domain_scores_codex":[0.9987345,0.00007882186,0.0003600668,0.0001211309,0.0004924693,0.0002129749],"domain_scores_gemma":[0.9994899,0.000006912431,0.0002019749,0.0001187084,0.00007852839,0.0001040017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001564884,0.000343198,0.02532049,0.0002867586,0.0007581578,0.00005708207,0.05623578,0.0002303914,0.000508093,0.4811357,0.3183496,0.1166183],"study_design_scores_gemma":[0.0002673228,0.00007174676,0.01792173,0.00002249976,0.00005156819,8.097514e-7,0.03570878,0.00004071842,0.000001200745,0.001094546,0.9446958,0.0001232484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8217663,0.0007206544,0.0001099929,0.003022603,0.007110238,0.0003280202,6.153134e-7,0.00002489397,0.1669166],"genre_scores_gemma":[0.953508,0.01505506,0.000678807,0.0001975789,0.0002176729,0.000001352157,4.349625e-7,0.0000109206,0.03033022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6263462,"threshold_uncertainty_score":0.9954726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564504493066366,"score_gpt":0.3033728611307223,"score_spread":0.2877278162000587,"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."}}