{"id":"W2222992141","doi":"10.1016/j.jngse.2015.12.052","title":"Modeling of uniform CO2 corrosion of mild steel in gas transportation systems: A review","year":2016,"lang":"en","type":"review","venue":"Journal of Natural Gas Science and Engineering","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":200,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"DNV GL; Total; Saudi Aramco; ConocoPhillips; Petrobras; TransCanada PipeLines Limited; Baker Hughes; Chevron","keywords":"Corrosion; Empirical modelling; Carbon steel; Key (lock); Computer science; Biochemical engineering; Engineering; Materials science; Metallurgy; Simulation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005082199,0.001654412,0.002276951,0.0009679349,0.0002171803,0.001071325,0.002406132,0.001598843,0.00100229],"category_scores_gemma":[0.0007389723,0.0006323737,0.001270915,0.001503157,0.0003837397,0.001449253,0.0005498776,0.0008632347,0.0005566011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006510926,"about_ca_system_score_gemma":0.001043056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006386998,"about_ca_topic_score_gemma":0.005927244,"domain_scores_codex":[0.9997798,0.00003216173,0.00002234792,0.00004887923,0.00009610102,0.00002071359],"domain_scores_gemma":[0.9996077,0.0001401104,0.00005215615,0.00001832072,0.000167739,0.00001391395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001316024,0.0002656014,0.002318151,0.0295369,0.000497267,0.0004038656,0.0002021541,0.3111019,0.0160485,0.02168725,0.01415641,0.6036505],"study_design_scores_gemma":[0.00005677916,0.0004453179,0.003782057,0.004265967,0.0008957316,0.001198509,0.0003822889,0.5424545,0.0228968,0.02318543,0.4001912,0.0002454452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008080263,0.965443,0.02305525,0.0004369296,0.0002819671,0.000018628,0.0001179309,0.0000955798,0.002470382],"genre_scores_gemma":[0.04214337,0.9503879,0.005244902,0.00008595467,0.0003190538,0.00002381196,0.000166997,0.0000288442,0.00159921],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006386998,"threshold_uncertainty_score":0.01269966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980015863693476,"score_gpt":0.2903978948781522,"score_spread":0.2605977362412175,"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."}}