{"id":"W4384450943","doi":"10.1002/adem.202300406","title":"A Review of the Factors That Can Increase the Risk of Sulfide Stress Cracking in Thermomechanical Controlled Processed Pipeline Steels","year":2023,"lang":"en","type":"review","venue":"Advanced Engineering Materials","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Royal Academy of Engineering; Engineering and Physical Sciences Research Council; Shell Global Solutions International; Shell","keywords":"Hydrogen embrittlement; Materials science; Fracture (geology); Microstructure; Cracking; Embrittlement; Fracture mechanics; Metallurgy; Hydrogen; Hydrogen sulfide; Environmental stress fracture; Sulfide; Composite material; Corrosion; Sulfur","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00297238,0.0006036024,0.003530996,0.0001514321,0.00007081927,0.00005378875,0.001321604,0.0001889213,0.0002293678],"category_scores_gemma":[0.002181914,0.0003067121,0.0005438954,0.0006581407,0.0000777498,0.0001213307,0.0003634037,0.0002757119,0.000007947822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007793471,"about_ca_system_score_gemma":0.0001624683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070312,"about_ca_topic_score_gemma":0.00003652889,"domain_scores_codex":[0.9955167,0.0008440024,0.002131645,0.0004639656,0.0005881647,0.0004555031],"domain_scores_gemma":[0.9957706,0.001131208,0.001938558,0.0009798852,0.0001137494,0.00006601984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001494248,0.0002793085,0.00009260717,0.3968987,0.0002398202,0.00001915165,0.0003385601,0.001283574,0.5756293,0.0001450298,0.00003793364,0.02488654],"study_design_scores_gemma":[0.002347265,0.00008049651,0.00008174673,0.490365,0.003776674,0.00001079266,0.000140229,0.00003128692,0.485881,0.00009258332,0.01596889,0.001223989],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1406579,0.8535042,0.00007997644,0.000009962732,0.001116118,0.003362237,0.001179193,0.00008691609,0.000003557679],"genre_scores_gemma":[0.03200974,0.9668946,0.00009024701,0.00001521575,0.00004634503,0.000723414,0.00006524961,0.0001101733,0.0000450247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1133904,"threshold_uncertainty_score":0.9999385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03226173418640998,"score_gpt":0.3017238281557146,"score_spread":0.2694620939693046,"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."}}