{"id":"W4388019945","doi":"10.5006/4439","title":"New Insights into Internal Oxidation of Alloy 690 and Model Alloys in Hydrogenated Steam","year":2023,"lang":"en","type":"article","venue":"CORROSION","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Internal oxidation; Grain boundary; Alloy; Materials science; Intergranular corrosion; Oxide; Metallurgy; Scanning electron microscope; Transmission electron microscopy; Metal; Chemical engineering; Composite material; Microstructure; Nanotechnology","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":[],"consensus_categories":[],"category_scores_codex":[0.00007503963,0.0001147466,0.0001408503,0.0002206675,0.00002145682,0.00001551871,0.00009690363,0.0001095644,0.000005281554],"category_scores_gemma":[0.00002509193,0.0001134067,0.0000209859,0.0003401552,0.00001294166,0.0001313625,0.00005865079,0.0001459212,0.00001885479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005755035,"about_ca_system_score_gemma":0.00001980208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007100578,"about_ca_topic_score_gemma":0.000197557,"domain_scores_codex":[0.9993453,0.00001665194,0.0002260717,0.0001510834,0.0001365945,0.0001243113],"domain_scores_gemma":[0.9997206,0.00002314864,0.00002857347,0.0001379006,0.00002480166,0.00006493657],"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":[0.000006707478,0.000006880395,0.001575362,0.00002576237,7.694589e-7,0.000004727971,0.00165662,0.07208484,0.9236549,0.00003390338,0.0006497348,0.0002998107],"study_design_scores_gemma":[0.0003908459,0.0000316778,0.002881788,0.0001676778,0.000007191685,0.000001478436,0.00004442008,0.2980743,0.6980221,0.0001298856,0.0001180044,0.0001306284],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938023,0.0001009994,0.005486827,0.00001373937,0.0002060617,0.0001152189,9.828181e-7,0.0002311818,0.00004265021],"genre_scores_gemma":[0.9990068,0.00009592665,0.0005552135,0.000006557422,0.00001934286,0.00000647407,0.00003364475,0.00002957368,0.0002464481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2259895,"threshold_uncertainty_score":0.462459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106466992690697,"score_gpt":0.2324206363852247,"score_spread":0.221773937116155,"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."}}