{"id":"W2912277622","doi":"10.1108/acmm-08-2018-1984","title":"Sulfide stress cracking assessment of low-alloy L80 casing steel in H<sub>2</sub>S environment","year":2019,"lang":"en","type":"article","venue":"Anti-Corrosion Methods and Materials","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVRAZ (Canada); University of Alberta","funders":"","keywords":"Materials science; Metallurgy; Microstructure; Carbide; Scanning electron microscope; Stress corrosion cracking; Cracking; Composite material; Alloy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004489911,0.00035665,0.0009405434,0.0002090754,0.0001279591,0.0001767295,0.0003171233,0.0001826463,0.00112714],"category_scores_gemma":[0.00005923035,0.0003142215,0.00009702663,0.0001503859,0.0001237578,0.0003401286,0.0004426182,0.0001277494,0.00006673048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006154181,"about_ca_system_score_gemma":0.00004644661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005876434,"about_ca_topic_score_gemma":0.000005251045,"domain_scores_codex":[0.9959618,0.001119803,0.001145219,0.000725062,0.0005236572,0.0005244719],"domain_scores_gemma":[0.9984794,0.0002437695,0.0005428182,0.0005647353,0.00004992824,0.0001193331],"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":[0.00003090646,0.0001833832,0.01075847,0.0002187519,0.000002305625,0.00001172396,0.0001400263,0.0001147437,0.9854845,0.0001931357,0.00001026334,0.002851766],"study_design_scores_gemma":[0.0007552364,0.0001151979,0.01650926,0.0004492913,0.00004551461,0.000008927484,0.0002145746,0.0001477676,0.9811198,0.0001493903,0.0001296177,0.0003554596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902543,0.0001673555,0.007108985,0.00002317258,0.001545204,0.0006911581,0.0001122078,0.00003763599,0.00006002325],"genre_scores_gemma":[0.9423733,0.0007134392,0.05661911,0.00006824418,0.00005251902,0.00004486168,0.00003095021,0.0000434217,0.00005412286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04951012,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745104075584154,"score_gpt":0.326633214876456,"score_spread":0.3091821741206145,"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."}}