{"id":"W4241544284","doi":"10.32920/ryerson.14655279.v1","title":"The Heat Transport System in a Heavy Water Nuclear Reactor","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nuclear engineering; Nuclear power; Nuclear reactor; Coolant; Nuclear power plant; Environmental science; Nuclear reactor core; Nuclear fission; Decay heat; Waste management; Fission; Nuclear physics; Engineering; Neutron; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002284622,0.0003243422,0.0002755935,0.0003089925,0.001162614,0.0008974141,0.0008209696,0.0005564818,0.007987133],"category_scores_gemma":[0.0003515748,0.0002429795,0.0002488294,0.0002700893,0.000568979,0.0006331474,0.0005283701,0.000415735,0.001460631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00112354,"about_ca_system_score_gemma":0.0009594529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006651546,"about_ca_topic_score_gemma":0.003006366,"domain_scores_codex":[0.9997627,0.00002926891,0.000009433888,0.00007642641,0.00009220385,0.00002993846],"domain_scores_gemma":[0.9999068,0.00002300516,0.00001416796,0.00001343085,0.00002736201,0.0000152321],"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":[0.001806854,0.0003749509,0.005488905,0.0003590584,0.00004963866,0.001660251,0.001297076,0.1390758,0.6548219,0.06817394,0.009745758,0.1171459],"study_design_scores_gemma":[0.0002914057,0.001401448,0.005635414,0.00004145078,0.00008089482,0.0006489174,0.0003905486,0.5663399,0.3414149,0.009039525,0.07458264,0.0001329698],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.600858,0.0005747002,0.3220927,0.001145327,0.0005661827,0.0004620667,0.0006725129,0.01120374,0.06242489],"genre_scores_gemma":[0.950902,0.0001213528,0.01696008,0.00004441385,0.00003044701,0.00007319423,0.0001648934,0.000113227,0.03159035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007987133,"threshold_uncertainty_score":0.02671963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006438504493490421,"score_gpt":0.1661118446042106,"score_spread":0.1596733401107201,"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."}}