{"id":"W3165606040","doi":"","title":"Accident management insights after the Fukushima Daiichi NPP accident","year":2014,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"","keywords":"Accident (philosophy); Fukushima Nuclear Accident; Environmental science; Accident management; Engineering; Nuclear power plant; Nuclear engineering; Nuclear physics; Physics","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":["insufficient_payload"],"category_scores_codex":[0.002430671,0.0001960486,0.000297569,0.0002721591,0.0003299211,0.0006402152,0.001657215,0.00005989427,0.004957424],"category_scores_gemma":[0.0002095058,0.0000910583,0.0003279812,0.0009156649,0.00008109491,0.0003693384,0.0006057239,0.0001333749,0.005968511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003303153,"about_ca_system_score_gemma":0.00001226728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008308869,"about_ca_topic_score_gemma":0.001885775,"domain_scores_codex":[0.9959898,0.0003958623,0.000716711,0.0006119038,0.001967346,0.0003183911],"domain_scores_gemma":[0.9973689,0.000516172,0.0001701037,0.001641201,0.0001592366,0.0001443529],"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":[0.0002076317,0.0001703715,0.1301523,0.000002722518,0.0002924949,0.00005434888,0.002233947,0.000889996,0.00001938787,0.08625489,0.1263819,0.65334],"study_design_scores_gemma":[0.0002357458,0.00002785882,0.4198646,0.000004608308,0.00007104974,0.000003322324,0.001295401,0.001883565,0.0001003086,0.1026943,0.473637,0.0001822703],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4287733,0.0006347552,0.09029692,0.02503377,0.00128532,0.0005385423,0.000001170994,0.0001360198,0.4533002],"genre_scores_gemma":[0.9573004,0.0002207761,0.0009769297,0.002776412,0.0001550284,0.00004109311,0.000001847062,0.000009893118,0.03851758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6531577,"threshold_uncertainty_score":0.9959522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134448533041706,"score_gpt":0.3303345215124559,"score_spread":0.2989900361820388,"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."}}