{"id":"W4382651863","doi":"10.1016/j.jmrt.2023.06.235","title":"Study on thermal stability and biocompatibility of bimodal microstructure in Cr–Mn–N austenitic stainless steel","year":2023,"lang":"en","type":"article","venue":"Journal of Materials Research and Technology","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Microstructure; Materials science; Biocompatibility; Thermal stability; Annealing (glass); Austenite; Metallurgy; Austenitic stainless steel; Composite material; Chemical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005746026,0.0001289536,0.000511835,0.0008643739,0.000106493,0.00008354112,0.00036662,0.0001490795,0.0002107151],"category_scores_gemma":[0.0003634946,0.0000940693,0.00002231021,0.0006367752,0.0006904413,0.0001323907,0.0003751198,0.0003096136,0.000006505224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004157087,"about_ca_system_score_gemma":0.00008997266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003072809,"about_ca_topic_score_gemma":0.00002419125,"domain_scores_codex":[0.9973976,0.0006493478,0.0007380908,0.0002726311,0.0005424885,0.0003998642],"domain_scores_gemma":[0.9988361,0.0002010818,0.0002239745,0.0002992766,0.0003630784,0.00007648716],"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":[0.0003399383,0.0003277483,0.04612669,0.00007018974,0.000005742632,0.00009276037,0.0003544059,7.979886e-7,0.952012,0.0001224192,0.00001446025,0.0005328357],"study_design_scores_gemma":[0.001020447,0.001875936,0.07861645,0.00005122885,0.000007908584,0.0000239678,0.005964038,0.000001127201,0.9100905,0.002265983,0.000009789259,0.00007260838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989172,0.00007597794,7.952879e-7,0.0002537782,0.0001727328,0.0004810419,0.00007211031,0.00001916951,0.000007180176],"genre_scores_gemma":[0.9998232,0.00004042028,0.00006777391,0.000003267122,0.00002740884,0.00001635305,0.000001545453,0.000009997998,0.00001001404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0419215,"threshold_uncertainty_score":0.3836035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08006541625579146,"score_gpt":0.3759635283039519,"score_spread":0.2958981120481605,"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."}}