{"id":"W6998771803","doi":"","title":"Assessment of the Long-Term Waste Management and Proliferation Resistance of Different Fuel Cycles for the Generation-IV Canadian Concept of Super-Critical Water Reactor","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uranium; Criticality; Natural uranium; Plutonium; Spent nuclear fuel; Radioactive waste; Enriched uranium; Thorium fuel cycle; Depleted uranium","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":[],"consensus_categories":[],"category_scores_codex":[0.00003428773,0.0001546852,0.0002032352,0.00006783359,0.00007475036,0.00001867782,0.0001991464,0.00006068221,0.000872363],"category_scores_gemma":[0.000001937179,0.0001122332,0.00008119264,0.00008502988,0.00003661178,0.00006897686,0.00003793721,0.0001279236,7.822106e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308674,"about_ca_system_score_gemma":0.00002514569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002378607,"about_ca_topic_score_gemma":0.01200667,"domain_scores_codex":[0.9993455,0.00002119543,0.0001795611,0.0001403247,0.0001639226,0.0001495074],"domain_scores_gemma":[0.9996261,0.0000344817,0.0000459535,0.0001966717,0.00005554102,0.00004126228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005231631,0.0006163531,0.02021141,0.03940268,0.006236918,0.00005828177,0.02502741,0.0559745,0.3367077,0.376262,0.002207673,0.1367719],"study_design_scores_gemma":[0.007112124,0.0006376192,0.434038,0.003296551,0.004862513,0.00000554102,0.0314645,0.1184121,0.2641345,0.0007362214,0.1316209,0.003679369],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419632,0.0005253375,0.001391929,0.00008833074,0.001214391,0.001552492,0.0004251022,0.00003553552,0.0528037],"genre_scores_gemma":[0.9906899,0.00006173435,0.00008341251,0.000003000293,0.0000382694,0.000007074547,0.0001702783,0.00003270206,0.008913602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4138266,"threshold_uncertainty_score":0.9551763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00883497480929326,"score_gpt":0.2001472807929601,"score_spread":0.1913123059836669,"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."}}