{"id":"W3082826523","doi":"10.1115/1.4048313","title":"Deuterium Ingress at the Rolled Joints in CANDU Reactors: Where Does It Come From and How Can It Be Reduced?","year":2020,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Getter; Zirconium; Yttrium; Deuterium; Materials science; Hydrogen; Zirconium alloy; Metallurgy; Heavy water; Heat exchanger; Tube (container); Nuclear engineering; Radiochemistry; Nuclear physics; Chemistry; Composite material; Thermodynamics","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":[0.0009190798,0.000347181,0.0006502133,0.0002376493,0.000663507,0.001329359,0.0008324304,0.0007952535,0.001423381],"category_scores_gemma":[0.000735302,0.00026151,0.0002872065,0.0002432748,0.001144962,0.001416103,0.0004998125,0.001065598,0.0005000141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009005102,"about_ca_system_score_gemma":0.0006433109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002850437,"about_ca_topic_score_gemma":0.002856917,"domain_scores_codex":[0.9997165,0.00002816687,0.00000987673,0.00007561174,0.0001086678,0.00006113445],"domain_scores_gemma":[0.9997649,0.00005580072,0.000062751,0.00002996181,0.00005147334,0.00003503598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006351661,0.0001144881,0.003632974,0.0004463002,0.00004755467,0.000168133,0.0001415649,0.001966658,0.9649049,0.004270512,0.0004263938,0.02324536],"study_design_scores_gemma":[0.00002368169,0.0002807376,0.003126965,0.00001952679,0.00002451285,0.00005151699,0.0001567789,0.001320633,0.9905239,0.0006535493,0.003791064,0.00002698243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687623,0.009445167,0.0141992,0.001483002,0.0001659781,0.00004428477,0.0001124395,0.0003573476,0.005430261],"genre_scores_gemma":[0.9868022,0.001726479,0.008400778,0.0001998755,0.00002245038,0.00001846725,0.00009474437,0.00005146531,0.002683498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002850437,"threshold_uncertainty_score":0.006533682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642055030567347,"score_gpt":0.2170556060775186,"score_spread":0.2006350557718451,"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."}}