{"id":"W4404481298","doi":"10.1007/978-3-031-67398-6_93","title":"A Proposed Mechanism for Dealloying of Monel 400 in Nuclear Steam Generators","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Nanoporous metals and alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Monel; Mechanism (biology); Nuclear engineering; Materials science; Metallurgy; Engineering; Physics; Corrosion","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":[0.000179448,0.0004652035,0.0003731574,0.0005776569,0.001325207,0.0009319768,0.001892181,0.001488867,0.01208504],"category_scores_gemma":[0.0001859667,0.0003682977,0.0005391614,0.0002977682,0.0007407513,0.001518982,0.0006847878,0.001005934,0.001885712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121321,"about_ca_system_score_gemma":0.0006017266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006052107,"about_ca_topic_score_gemma":0.0009274547,"domain_scores_codex":[0.9998907,0.0000092763,0.000003894903,0.00003215782,0.00003438245,0.00002959292],"domain_scores_gemma":[0.9999515,0.00001909615,0.000006879696,0.000006669282,0.000008278616,0.000007603192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004433539,0.000335446,0.0007662236,0.001026029,0.00006355026,0.003198014,0.0006001387,0.007152061,0.3585015,0.5785584,0.008715349,0.04063991],"study_design_scores_gemma":[0.0001741314,0.001060685,0.001686076,0.0001240526,0.00008428248,0.003534372,0.0008253616,0.07710224,0.6244949,0.1188872,0.1718878,0.0001387748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4516776,0.01549779,0.2148791,0.009098959,0.003453324,0.0009146156,0.001036999,0.00251892,0.3009227],"genre_scores_gemma":[0.8175377,0.004076011,0.02228536,0.0005361916,0.0001863544,0.0002908449,0.0003059759,0.0001059319,0.1546756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01208504,"threshold_uncertainty_score":0.04042852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01999844278272065,"score_gpt":0.2311395874043341,"score_spread":0.2111411446216135,"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."}}