{"id":"W2531878031","doi":"10.2172/1169155","title":"Plutonium Training Opportunities","year":2015,"lang":"en","type":"report","venue":"","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Northwest National Laboratory; Nuclear Physics; UC Berkeley College of Chemistry; Claude Pepper Older Americans Independence Center, Wake Forest School of Medicine; University of California, Irvine; National Nuclear Security Administration; Stony Brook University; D. Mendeleev University of Chemical Technology of Russia; China National Nuclear Corporation; Graduate School, University of Maryland; National University of Science and Technology; Pittsburg State University; Sichuan University; Saint Petersburg State University; San José State University; Simon Fraser University; University of Idaho; Wake Forest University; Nuclear Power Institute of China; University of Missouri; University of Rochester; Carnegie Mellon University; Los Alamos National Laboratory; Domestic Nuclear Detection Office; University of Washington; Department of Mechanical Engineering, University of Texas at Austin; University of Cincinnati; Washington University in St. Louis; Washington State University; Oregon State University; Novosibirsk State Technical University; University of Nevada, Las Vegas; Florida State University; Clemson University; University of Michigan; College of Pharmacy, University of Michigan; U.S. Department of Energy; California Institute of Technology; Texas AgriLife Research; National Aeronautics and Space Administration","keywords":"Plutonium; Training (meteorology); Nuclear engineering; State (computer science); Environmental science; Engineering; Computer science; Radiochemistry; Chemistry; Physics; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001997513,0.0003486141,0.000691035,0.0004541676,0.0001658201,0.00009807275,0.0004781846,0.0005209457,0.002183334],"category_scores_gemma":[0.000758553,0.0003010134,0.0001258278,0.0001540719,0.0004698888,0.0001166667,0.0002624303,0.0003218478,0.0006741827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379449,"about_ca_system_score_gemma":0.001909901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001210304,"about_ca_topic_score_gemma":0.00005794592,"domain_scores_codex":[0.9969201,0.00005147258,0.0005584991,0.0004928614,0.001506092,0.0004709599],"domain_scores_gemma":[0.9980493,0.00006083411,0.000395659,0.0005360341,0.0008245566,0.0001335742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003198449,0.00001659118,0.0000360378,0.00004769758,0.00004570799,0.00004413365,0.0007092738,0.000001376754,0.001745604,0.001637365,0.9902665,0.005446488],"study_design_scores_gemma":[0.0001126947,0.00004573402,0.00008955724,0.0000325124,0.00005068376,0.0000705715,0.006471598,0.000005247655,0.0003761832,0.0008067793,0.9915702,0.0003682924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01127502,0.00401156,0.00002251545,0.001034197,0.00445362,0.0002740176,0.0002650596,0.001911024,0.976753],"genre_scores_gemma":[0.7233222,0.008975062,0.004564269,0.00092648,0.001972889,0.0002179278,0.0002384309,0.0003497026,0.2594331],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7173199,"threshold_uncertainty_score":0.9999442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4089481773830166,"score_gpt":0.3520775251679504,"score_spread":0.05687065221506615,"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."}}