{"id":"W1995140116","doi":"10.1016/j.corsci.2014.11.006","title":"Internal oxidation of alloy 690 in hydrogenated steam","year":2014,"lang":"en","type":"article","venue":"Corrosion Science","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University Network of Excellence in Nuclear Engineering","keywords":"Internal oxidation; Alloy; Grain boundary; Materials science; Oxide; Corrosion; Pressurized water reactor; Metallurgy; Diffusion; Water vapor; Metal; Microstructure; Chemistry; Nuclear engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005277423,0.00007291615,0.00009759999,0.0002038288,0.00003499285,0.00002670615,0.0003154644,0.00004030558,0.0000147194],"category_scores_gemma":[0.0001700338,0.00006759324,0.00001669013,0.0006978241,0.0001121098,0.0002112826,0.0000495722,0.0001099298,0.00002594807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000663725,"about_ca_system_score_gemma":0.00002399035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001472894,"about_ca_topic_score_gemma":0.00002070439,"domain_scores_codex":[0.9991666,0.00001843778,0.0002030608,0.0001618354,0.0002887089,0.0001613422],"domain_scores_gemma":[0.9996115,0.00003150693,0.0000353182,0.0001990709,0.00006644071,0.0000561546],"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":[0.000001296666,0.000008609552,0.005754949,0.000005144702,8.147779e-8,5.044877e-7,0.0001993531,0.004455264,0.9890724,0.00006186934,0.0000495008,0.0003910702],"study_design_scores_gemma":[0.00013294,0.00002612427,0.01909574,0.00007103806,0.000001340605,0.000002442544,0.00001900175,0.02400943,0.9563215,0.00001007844,0.0002320094,0.00007832266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954469,0.00001012335,0.003486888,0.000007591849,0.0004635649,0.00006358692,6.979376e-7,0.00008058287,0.0004400895],"genre_scores_gemma":[0.9994128,0.000004004958,0.0004915173,0.00001110813,0.00001244666,0.000003821895,0.000001469066,0.000008356029,0.00005450463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03275083,"threshold_uncertainty_score":0.2756372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007903320301588366,"score_gpt":0.2370422188555498,"score_spread":0.2291388985539614,"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."}}