{"id":"W4239693983","doi":"10.2172/859105","title":"A Technology Roadmap for Generation IV Nuclear Energy Systems Executive Summary","year":2003,"lang":"en","type":"report","venue":"","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plutonium; Atomic energy; Nuclear material; Nuclear fuel; Enriched uranium; Nuclear weapon; Uranium; Agency (philosophy); Nuclear engineering; Nuclear fuel cycle; Engineering; Environmental science; Waste management; Systems engineering; Radioactive waste; Chemistry; Nuclear physics; Radiochemistry; Nuclear chemistry; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002263864,0.0009678279,0.0002807945,0.001684409,0.0008578357,0.004503852,0.001017005,0.002554183,0.04157778],"category_scores_gemma":[0.001470582,0.0003248497,0.000676574,0.001214196,0.0002488163,0.002334002,0.001002815,0.001791671,0.01287566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001755896,"about_ca_system_score_gemma":0.01153388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007453535,"about_ca_topic_score_gemma":0.007638938,"domain_scores_codex":[0.998881,0.0001927284,0.00007104789,0.00005423575,0.0006008622,0.0002000714],"domain_scores_gemma":[0.9988206,0.0001505175,0.00007518375,0.00004987417,0.0007235514,0.0001802717],"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":[0.0001472261,0.0003877832,0.00117002,0.001198593,0.00001483493,0.0007540904,0.000167875,0.009157687,0.006426307,0.05211283,0.6040165,0.3244462],"study_design_scores_gemma":[0.00001633521,0.0001844181,0.0008001535,0.0003570304,0.000007665286,0.000145449,0.0002368061,0.0008765744,0.001066535,0.005476156,0.9908183,0.0000145286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01188891,0.02542569,0.02253347,0.02727601,0.009962528,0.003184048,0.004702838,0.001525095,0.8935013],"genre_scores_gemma":[0.06484064,0.0820125,0.06593829,0.005801144,0.002062408,0.002492207,0.01206188,0.000378606,0.7644122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04157778,"threshold_uncertainty_score":0.1390916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723670741374071,"score_gpt":0.2718343400505008,"score_spread":0.2345976326367601,"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."}}