{"id":"W3119512132","doi":"10.15392/bjrs.v8i3a.1368","title":"Advanced Heavy Water Reactor: A New Step Toward Sustainability","year":2021,"lang":"en","type":"article","venue":"Brazilian Journal of Radiation Sciences","topic":"Extraction and Separation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Plutonium; Nuclear transmutation; Thorium fuel cycle; Environmental science; Sustainability; Nuclear engineering; Uranium; MOX fuel; Thorium; Spent nuclear fuel; Nuclear power; Waste management; Actinide; Engineering; Nuclear physics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004341367,0.0000806043,0.0001422318,0.0001226133,0.00008344658,0.0001460423,0.0001444709,0.00003822414,0.0004301554],"category_scores_gemma":[0.0003475493,0.00006053919,0.00006826196,0.0003449167,0.00005259248,0.00119206,0.000007630466,0.0001239545,0.00001476064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009832008,"about_ca_system_score_gemma":0.0004477556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002140264,"about_ca_topic_score_gemma":0.00001157148,"domain_scores_codex":[0.9989763,0.00004075189,0.0003768116,0.0001091654,0.0003295573,0.0001674096],"domain_scores_gemma":[0.9992928,0.00006924148,0.00009024289,0.00007922165,0.0003236644,0.0001448305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001127811,0.0001515787,0.00918074,0.0002558832,0.00009549612,0.00009662112,0.01051277,0.1627316,0.06077709,0.002269988,0.06823058,0.6855848],"study_design_scores_gemma":[0.0008453692,0.0001719433,0.006971405,0.000032683,0.00001869649,0.0002669802,0.005930788,0.004186025,0.3086748,0.00377878,0.6688513,0.0002712644],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892059,0.005744218,0.06884264,0.01633085,0.003353576,0.0001886707,0.000004158033,0.0001602035,0.01331668],"genre_scores_gemma":[0.9967828,0.0002847097,0.001861642,0.0001434564,0.0001694221,8.411509e-7,0.000001466028,0.000005706459,0.000749897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6853136,"threshold_uncertainty_score":0.47099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01705971792454093,"score_gpt":0.2922361779654902,"score_spread":0.2751764600409493,"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."}}