{"id":"W4292702047","doi":"10.1016/j.anucene.2022.109395","title":"Investigating various factors affecting neutron spectrum in the pressure tube in pressurized heavy water reactor design","year":2022,"lang":"en","type":"article","venue":"Annals of Nuclear Energy","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Heavy water; Nuclear engineering; Tube (container); Pressurized water reactor; Neutron; Materials science; Environmental science; Nuclear physics; Physics; Deuterium; Composite material; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006295275,0.0003133322,0.0003229099,0.0004067381,0.0004301255,0.0007268733,0.0004003316,0.0004863954,0.001201181],"category_scores_gemma":[0.002339481,0.0002910929,0.0002416667,0.00034135,0.0003271686,0.0004958731,0.0001943493,0.0002794232,0.0001770103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006016475,"about_ca_system_score_gemma":0.0004640493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706737,"about_ca_topic_score_gemma":0.0039108,"domain_scores_codex":[0.9995827,0.0001254502,0.00002217466,0.00006985055,0.0001597776,0.00004009753],"domain_scores_gemma":[0.9979829,0.0009495788,0.0004263465,0.00005346678,0.0005099407,0.00007775589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002313275,0.0001929016,0.06251054,0.0002542684,0.00006993893,0.0005365976,0.0003337225,0.0532577,0.8563863,0.0005317055,0.0001670023,0.02344599],"study_design_scores_gemma":[0.00005581408,0.003144007,0.1312383,0.00003437121,0.0002894507,0.0004621882,0.0007548196,0.1548551,0.7076061,0.0002291708,0.001267722,0.00006298586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931293,0.000139808,0.005412423,0.00002523868,0.000006809879,0.00001744309,0.00002277647,0.00003896285,0.001207061],"genre_scores_gemma":[0.9984154,0.00005466775,0.00115074,0.000004667896,0.000001937476,0.000003472208,0.0000122704,0.00001180855,0.0003450271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001706737,"threshold_uncertainty_score":0.004365265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02876250735811526,"score_gpt":0.2165706350945813,"score_spread":0.187808127736466,"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."}}