{"id":"W2593868321","doi":"10.5006/c2011-11120","title":"Sulfur Corrosion Due to Oxygen Ingress","year":2011,"lang":"en","type":"article","venue":"","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Corrosion; Oxygen; Sulfur; Materials science; Metallurgy; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001197317,0.0004975077,0.0002474432,0.0003968823,0.0003468309,0.0002993728,0.0002369034,0.0006567555,0.002424022],"category_scores_gemma":[0.0002758095,0.0001598104,0.0003443875,0.0002070231,0.0004297339,0.0002481279,0.0005496871,0.0003922053,0.0005133428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004258093,"about_ca_system_score_gemma":0.0001488214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002756846,"about_ca_topic_score_gemma":0.001858542,"domain_scores_codex":[0.9997928,0.00001527805,0.00001155789,0.0000265302,0.00009338654,0.00006048633],"domain_scores_gemma":[0.9998567,0.00001827889,0.00004724857,0.00001739304,0.00003822615,0.00002219082],"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":[0.0006291994,0.00005848555,0.01728491,0.0002101984,0.00004847716,0.02402434,0.0003263117,0.00126742,0.9390351,0.0008465165,0.0008407134,0.01542837],"study_design_scores_gemma":[0.00003424172,0.0008596444,0.03356194,0.00002774722,0.0000817536,0.01222604,0.0002046755,0.002856295,0.9399389,0.0003764182,0.009812239,0.00002004815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916862,0.0006564841,0.00132522,0.0001067418,0.00003780506,0.0000199743,0.00005354348,0.00009425733,0.006019772],"genre_scores_gemma":[0.9972587,0.0001406695,0.0001882095,0.00002423407,0.000007205072,0.000001537631,0.00004581856,0.000005320982,0.002328197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002756846,"threshold_uncertainty_score":0.008109212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02576437547594799,"score_gpt":0.2125959375514741,"score_spread":0.1868315620755261,"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."}}