{"id":"W4401158894","doi":"10.18280/acsm.480306","title":"Study of Surface Hydrogenation Effect on Fatigue Crack Initiation in ASTM 904L Austenitic Stainless Steel Under Cyclic Loading (Bending-Torsion)","year":2024,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Torsion (gastropod); Cyclic stress; Composite material; Austenite; Austenitic stainless steel; Fatigue testing; Metallurgy; Structural engineering; Corrosion; Microstructure; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002250024,0.0001901961,0.00016961,0.0001437008,0.0001215896,0.0001504943,0.0001556055,0.0002788938,0.001136436],"category_scores_gemma":[0.0004235768,0.0001557737,0.0001661012,0.0001012151,0.0002440038,0.0002027923,0.0001267387,0.0002130561,0.0001346719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628406,"about_ca_system_score_gemma":0.0001118415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538597,"about_ca_topic_score_gemma":0.00208407,"domain_scores_codex":[0.9998542,0.00002506661,0.000007060866,0.00002435463,0.00004866671,0.00004064756],"domain_scores_gemma":[0.9996244,0.0001443506,0.00005748916,0.00002732851,0.0001146993,0.00003169099],"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":[0.0001788395,0.00001360431,0.0007141368,0.00003406593,0.000004610969,0.00005140311,0.00004543829,0.0001404489,0.997822,0.00001072548,0.00001301309,0.0009717618],"study_design_scores_gemma":[0.000007537597,0.0005732257,0.01438946,0.000003715416,0.000009751706,0.00004656322,0.00005665093,0.001090017,0.9835106,0.00001051891,0.0002954199,0.000006561868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992239,0.0002094985,0.0002667309,0.000007045616,0.000002456158,0.000006849012,0.00004572189,0.00001079064,0.0002269174],"genre_scores_gemma":[0.9992049,0.0001022517,0.0002527726,0.00000670408,0.000001998386,0.000005967341,0.00007039662,0.00000529447,0.0003496932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001538597,"threshold_uncertainty_score":0.003801703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04541246346643803,"score_gpt":0.3029861613079566,"score_spread":0.2575736978415186,"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."}}