{"id":"W7117475203","doi":"10.5006/4833","title":"Intergranular Attack of Monel 400 in Nuclear Steam Generators","year":2025,"lang":"en","type":"article","venue":"CORROSION","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Monel; Intergranular corrosion; Grain boundary; Boron; Corrosion; Intergranular fracture","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":[0.0001450262,0.0001711859,0.0002285819,0.0003827012,0.0002333453,0.0003085236,0.0003194934,0.0002205658,0.0008441596],"category_scores_gemma":[0.000255693,0.0001649151,0.0001175301,0.0001840174,0.0002388055,0.0001992952,0.0002881624,0.0002038213,0.0001374875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006732996,"about_ca_system_score_gemma":0.0002178928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003568145,"about_ca_topic_score_gemma":0.007683556,"domain_scores_codex":[0.9998021,0.00002153822,0.000008068142,0.00004568913,0.00008011622,0.00004258151],"domain_scores_gemma":[0.9998723,0.00001595162,0.00004761607,0.00001008031,0.00003117695,0.00002283222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000460662,0.00002075118,0.004923346,0.0000473128,0.00001003918,0.0002362051,0.0001009048,0.0006727725,0.9888834,0.0000809586,0.0000532833,0.004510423],"study_design_scores_gemma":[0.00001047957,0.0006904178,0.06462815,0.000007091104,0.00001727575,0.0002160034,0.0002054927,0.003346738,0.9291301,0.00004285628,0.001698058,0.000007269608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990939,0.0001269029,0.0002583718,0.00000798036,0.000001628243,0.000002697262,0.00001982346,0.00002033126,0.0004682718],"genre_scores_gemma":[0.9986458,0.00006067875,0.0002491739,0.000004612264,0.000001028135,0.000001739602,0.00004305776,0.000006803053,0.0009870044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003568145,"threshold_uncertainty_score":0.007094741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007731847332893606,"score_gpt":0.2101732561316091,"score_spread":0.2024414087987155,"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."}}