{"id":"W2766651983","doi":"10.1115/icone25-66001","title":"The Current Status of CANDU Steam Generators","year":2017,"lang":"en","type":"article","venue":"","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission; Ontario Tech University","funders":"","keywords":"Incoloy; Monel; Operating expense; Nuclear engineering; Interim; Inconel; Engineering; Reliability engineering; Materials science; Corrosion; Metallurgy; Business","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":[0.003652128,0.0003016654,0.000361604,0.001489144,0.0008019021,0.003829143,0.001335861,0.0007387685,0.009905244],"category_scores_gemma":[0.004544668,0.0001941372,0.0003153103,0.001814725,0.001018318,0.003676901,0.001553369,0.0008265076,0.001931673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581486,"about_ca_system_score_gemma":0.001856363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849591,"about_ca_topic_score_gemma":0.003578896,"domain_scores_codex":[0.9983929,0.0001608034,0.0001257405,0.0002643317,0.0008614932,0.0001948166],"domain_scores_gemma":[0.9955883,0.001106462,0.0006485218,0.0002921272,0.001513408,0.0008511328],"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":[0.0006181896,0.000149462,0.04430577,0.001618313,0.00003368183,0.000317689,0.0005758489,0.004347521,0.006582308,0.01807391,0.01954618,0.9038311],"study_design_scores_gemma":[0.00003897921,0.001678253,0.08214261,0.0008522013,0.00005635417,0.001251326,0.003850817,0.005974104,0.02177391,0.005948989,0.876307,0.0001254859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5803712,0.1996689,0.01148974,0.01349655,0.0007976367,0.00007113012,0.002261619,0.001721297,0.1901219],"genre_scores_gemma":[0.9371757,0.03450418,0.007759802,0.0008001174,0.0005537169,0.00002049807,0.002464426,0.0002354536,0.01648613],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009905244,"threshold_uncertainty_score":0.03313637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140049506842416,"score_gpt":0.2239296143673543,"score_spread":0.2125291192989301,"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."}}