{"id":"W2613036408","doi":"10.5006/c2011-11210","title":"Passivity of Nuclear Steam Generator Tube Alloy in Lead-Contaminated Crevice Chemistries with Different pH","year":2011,"lang":"en","type":"article","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada); University of Alberta","funders":"","keywords":"Crevice corrosion; Boiler (water heating); Metallurgy; Materials science; Alloy; Passivity; Contamination; Lead (geology); Tube (container); Nuclear engineering; Waste management; Composite material; Electrical engineering; Engineering; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001947464,0.0001770887,0.0003507531,0.00003068001,0.00004904426,0.00004617865,0.0002385494,0.00007012497,0.005194262],"category_scores_gemma":[0.00002104354,0.0001093132,0.00002900337,0.00007031436,0.0001618756,0.0001773335,0.0001019559,0.00005889891,0.00007073839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002726529,"about_ca_system_score_gemma":0.00002571329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009668971,"about_ca_topic_score_gemma":0.0002225981,"domain_scores_codex":[0.9989374,0.00008058709,0.0003016933,0.0002600938,0.0001741015,0.0002461637],"domain_scores_gemma":[0.9994627,0.00001517641,0.0001110749,0.0002772382,0.00007589385,0.0000579138],"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":[0.0003062499,0.0001489262,0.001502976,0.0001079678,0.000007465447,0.000006268786,0.0007839953,6.829165e-7,0.9962751,0.0003447725,0.000212374,0.000303258],"study_design_scores_gemma":[0.0004366609,0.000222774,0.0174342,0.00006702688,0.00001217121,0.000003809099,0.0003426794,0.00002867339,0.9802444,0.00001988998,0.001006913,0.0001807922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960916,0.00005851504,0.000004226691,0.0000551027,0.0001061438,0.0001453103,0.00001556353,0.00006778015,0.003455728],"genre_scores_gemma":[0.9988461,0.0000290609,0.0005234221,0.0001015145,0.00002949361,0.000009410541,0.000002205487,0.0000263725,0.0004324373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603065,"threshold_uncertainty_score":0.9957151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301569243221586,"score_gpt":0.1947519775711026,"score_spread":0.1717362851388867,"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."}}