{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007602661,0.0005514994,0.001033907,0.001219579,0.0004590814,0.0001443427,0.0005674681,0.001602361,0.000173094],"category_scores_gemma":[0.0005180361,0.0005111299,0.000224727,0.0005758841,0.0004341626,0.0001250434,0.0002119188,0.0002834312,0.0001316467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005198149,"about_ca_system_score_gemma":0.0003768381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002647778,"about_ca_topic_score_gemma":0.0001201497,"domain_scores_codex":[0.9965733,0.0001035839,0.0009038137,0.001102956,0.0006514009,0.0006649027],"domain_scores_gemma":[0.9973314,0.00007854812,0.0007915616,0.0009277587,0.0007914481,0.00007932061],"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":[0.00001286999,0.00007178815,0.00004961679,0.0001253674,0.0001546638,0.00001249032,0.00004328373,0.00002052182,0.0451543,0.05167916,0.901504,0.001171942],"study_design_scores_gemma":[0.0003034215,0.0001749522,0.000007805082,0.00006505896,0.0001118541,0.0001255911,0.0005790798,0.0005142246,0.003158325,0.0006692231,0.9937214,0.0005691261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0225381,0.07799676,0.01481097,0.005254431,0.05053487,0.009415647,0.003327159,0.01428963,0.8018324],"genre_scores_gemma":[0.5569274,0.02893582,0.0232102,0.001736324,0.004385175,0.005636228,0.001312618,0.00147566,0.3763806],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5343893,"threshold_uncertainty_score":0.999734,"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."}}