{"id":"W2917152834","doi":"10.2172/1341824","title":"FY2016 Ceramic Fuels Development Annual Highlights","year":2017,"lang":"en","type":"report","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; National Nuclear Security Administration; Canadian Foundation for Dietetic Research; U.S. Department of Energy","keywords":"Burnup; Ceramic; Engineering; Waste management; Environmental science; Materials science; Nuclear engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002396066,0.001105478,0.0002760889,0.001938735,0.002038919,0.003289477,0.0009642113,0.0010307,0.09749881],"category_scores_gemma":[0.00141431,0.0002931237,0.0005219043,0.001020539,0.00027509,0.001023907,0.00190203,0.001216357,0.04243005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003972094,"about_ca_system_score_gemma":0.01178366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04806898,"about_ca_topic_score_gemma":0.1036487,"domain_scores_codex":[0.998512,0.00003515792,0.00003069668,0.00007111828,0.001109375,0.000241658],"domain_scores_gemma":[0.9986374,0.0000411524,0.00005270796,0.00006710981,0.0009024103,0.0002992886],"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":[0.0001037137,0.0001332071,0.0009816338,0.0001211341,0.000004102445,0.0001426797,0.0000487576,0.0002096617,0.001237125,0.002350568,0.9575444,0.03712305],"study_design_scores_gemma":[0.000007360979,0.00003277771,0.001772204,0.00003255031,0.000001558702,0.00004431273,0.00005436864,0.00005564171,0.0008048759,0.0002661562,0.9969246,0.000003685732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01512297,0.002660103,0.001709603,0.01230102,0.01262056,0.001023303,0.03472547,0.001310498,0.9185264],"genre_scores_gemma":[0.02423001,0.003684069,0.002128425,0.00127364,0.001627751,0.0003398625,0.04363312,0.0003350136,0.9227481],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09749881,"threshold_uncertainty_score":0.326166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04691706093643282,"score_gpt":0.2821362354462049,"score_spread":0.235219174509772,"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."}}