{"id":"W1976391492","doi":"10.1115/icone18-30120","title":"Effect of Hazardous Impurities on Steam Generator Tube Degradation","year":2010,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Corrosion; Crevice corrosion; Stress corrosion cracking; Impurity; Hazardous waste; Degradation (telecommunications); Intergranular corrosion; Metallurgy; Materials science; Boiler (water heating); Alloy; Chloride; Tube (container); Waste management; Chemistry; Composite material","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":[0.0003390024,0.0002728189,0.0003395777,0.0002731302,0.0002186793,0.0004046414,0.0002422566,0.0003467275,0.001007811],"category_scores_gemma":[0.001100896,0.0001646424,0.0002888691,0.0002306833,0.0001750018,0.0001824482,0.000218298,0.0002895788,0.0002200494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018708,"about_ca_system_score_gemma":0.0003152923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804941,"about_ca_topic_score_gemma":0.004319281,"domain_scores_codex":[0.9993985,0.0001260888,0.00006379421,0.000078121,0.0002466741,0.00008697584],"domain_scores_gemma":[0.9990945,0.000219512,0.000159305,0.00006183128,0.0003920589,0.00007273509],"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":[0.0008795094,0.00010859,0.00453674,0.0001754608,0.00003465717,0.0002187536,0.0001198977,0.001036304,0.9845456,0.00004323669,0.0001228026,0.008178504],"study_design_scores_gemma":[0.000004711586,0.0008716544,0.00615237,0.00000695196,0.00002259623,0.00006281971,0.00005304782,0.001132304,0.9910253,0.00001128258,0.000651307,0.00000569028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979439,0.0005291759,0.0005694987,0.00002335579,0.00001185946,0.00002134929,0.0001237589,0.0000312804,0.0007457845],"genre_scores_gemma":[0.9975688,0.0003980573,0.0009297147,0.00002868196,0.000004050063,0.000007657612,0.0001703538,0.00001420551,0.0008784512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002804941,"threshold_uncertainty_score":0.005577207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005134997937777524,"score_gpt":0.2277400176612685,"score_spread":0.2226050197234909,"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."}}