{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001041596,0.0004413802,0.0006976474,0.00009072525,0.000526407,0.0006490886,0.0008825663,0.0004071197,0.01379857],"category_scores_gemma":[0.00009114837,0.0002843602,0.00009646371,0.00001818114,0.0001498194,0.0003019013,0.0004769479,0.0001342496,0.009685283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002341869,"about_ca_system_score_gemma":0.002132542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008912305,"about_ca_topic_score_gemma":0.0001061339,"domain_scores_codex":[0.9971952,0.00006939403,0.0006296089,0.000648476,0.0009355238,0.0005217359],"domain_scores_gemma":[0.9979808,0.00002089919,0.0005057726,0.0008889652,0.0004673657,0.0001361682],"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":[0.0000777738,0.00008822305,0.00001540114,0.0008688178,0.00008014079,0.0001148584,0.0007938761,4.816961e-7,0.3000205,0.0003521761,0.6835492,0.01403856],"study_design_scores_gemma":[0.0001023977,0.00003359011,0.0005864368,0.0002021764,0.0000198854,0.00003850131,0.0000161693,1.255604e-7,0.1644458,0.00009432776,0.834015,0.0004456478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2306974,0.001599335,0.00001984034,0.0004777626,0.01945769,0.0006042701,0.0003458476,0.0005702783,0.7462276],"genre_scores_gemma":[0.2017736,0.002162994,0.003694723,0.0001740327,0.002943078,0.00007432156,0.0001223654,0.0001952302,0.7888596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1504658,"threshold_uncertainty_score":0.9999608,"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."}}