{"id":"W2913286068","doi":"10.1557/adv.2019.42","title":"Self-organized Formation of Multilayer Structure in a High Nitrogen Stainless Steel during Solution Treatment","year":2019,"lang":"en","type":"article","venue":"MRS Advances","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Microstructure; Austenite; Metallurgy; Corrosion; Austenitic stainless steel; Nitrogen; Layer (electronics); Ferrite (magnet); Toughness; Surface layer; Oxide; Structure formation; Composite material","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":[0.00007344573,0.0001502757,0.000119513,0.0001114608,0.0001447189,0.0001486398,0.0001602916,0.000194792,0.0007843031],"category_scores_gemma":[0.0001133829,0.0001400667,0.0001506764,0.00007321608,0.0001163044,0.0001479926,0.0001075672,0.0002158749,0.0001374837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762865,"about_ca_system_score_gemma":0.0001201062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009427889,"about_ca_topic_score_gemma":0.00214387,"domain_scores_codex":[0.999928,0.000006711645,0.000003104385,0.00001618745,0.00002400305,0.00002203198],"domain_scores_gemma":[0.9999516,0.00000612552,0.00001386818,0.000004689832,0.00001443851,0.000009355887],"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":[0.00002199116,0.000003747631,0.00007147691,0.00001369879,0.000002800001,0.00003160407,0.00001744534,0.00005061039,0.9993326,0.00003753828,0.0000327009,0.0003836693],"study_design_scores_gemma":[0.000005949579,0.0001113931,0.003069459,0.000002642553,0.00000779429,0.00006149738,0.00004097113,0.001995422,0.9937617,0.00002744558,0.0009104692,0.000005268757],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975621,0.0002027871,0.001101493,0.00002993096,0.00001615497,0.000005218149,0.00005610686,0.00003434578,0.000991873],"genre_scores_gemma":[0.9975272,0.00007079863,0.0009127514,0.00001404711,0.000003060974,0.000004091061,0.00006063893,0.000008189825,0.001399113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009427889,"threshold_uncertainty_score":0.002623796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007208520941610301,"score_gpt":0.2433444879165332,"score_spread":0.2361359669749229,"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."}}