{"id":"W4223516117","doi":"10.1007/s42797-022-00055-3","title":"Effects of operating conditions on corrosion behaviour of 13% Cr stainless steel in H2S environment","year":2022,"lang":"en","type":"article","venue":"Safety in Extreme Environments","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Corrosion; Metallurgy; Materials science; Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008552994,0.0002240895,0.0004105144,0.0002058365,0.000170372,0.000007788762,0.0003978773,0.0000637573,0.003360941],"category_scores_gemma":[0.00002428465,0.0002419512,0.00008656509,0.0001656551,0.0001499038,0.0001231917,0.0004354181,0.0002398242,0.00004153266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003740853,"about_ca_system_score_gemma":0.00002192205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007347254,"about_ca_topic_score_gemma":0.00001193257,"domain_scores_codex":[0.9969148,0.0005149274,0.0008670321,0.000462899,0.000885089,0.0003552593],"domain_scores_gemma":[0.999064,0.0001395667,0.0003250246,0.0004037465,0.000003605251,0.00006409495],"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":[0.00007391142,0.001649113,0.08997587,0.00002725989,0.000001502091,0.00002944737,0.0004602816,0.02420896,0.8831564,0.00006968231,0.00001647308,0.0003310626],"study_design_scores_gemma":[0.0023241,0.0004712936,0.3349311,0.0001193693,0.00003725227,0.000002385586,0.0009250969,0.0002588648,0.6603358,0.00007423746,0.000231776,0.000288647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983003,0.0001090968,0.0001538034,0.0000235544,0.0002709718,0.0008014804,0.0001916302,0.0000085477,0.0001406178],"genre_scores_gemma":[0.9988515,0.00008901064,0.0002340132,0.00004985871,0.000009482148,0.0002713642,0.00007952866,0.00002700213,0.0003882255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2449552,"threshold_uncertainty_score":0.9975501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047474609548993,"score_gpt":0.241078664953787,"score_spread":0.220603918858297,"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."}}