{"id":"W4237938309","doi":"10.20964/2020.10.40","title":"Corrosion Evolution of a Concrete/Casing Steel in Simulated Formation Water under Different CO2 Partial Pressures","year":2020,"lang":"en","type":"article","venue":"International Journal of Electrochemical Science","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Casing; Corrosion; Partial pressure; Materials science; Metallurgy; Petroleum engineering; Geology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002189875,0.0000815321,0.0001519901,0.0001043415,0.00002022722,0.00003458134,0.0003355342,0.00004309725,0.00004553063],"category_scores_gemma":[0.000218714,0.00005928977,0.00005825421,0.0001714653,0.00009667741,0.0003950462,0.00005430813,0.0001982677,0.000001581623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003121891,"about_ca_system_score_gemma":0.00004053086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003388627,"about_ca_topic_score_gemma":0.000001603216,"domain_scores_codex":[0.9986655,0.00002254263,0.0004582828,0.0000999992,0.0005791573,0.000174562],"domain_scores_gemma":[0.9993621,0.00006371641,0.00009625659,0.00005042364,0.000324154,0.0001033211],"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":[0.0001661591,0.000007132975,0.0008608597,0.000009511213,0.000003512997,0.000001880077,0.0002662123,0.008987156,0.9894199,0.00009291114,0.00001394415,0.0001707773],"study_design_scores_gemma":[0.0003992488,0.00006120988,0.001142596,0.0000364349,0.000004647999,0.00001212626,0.00003326335,0.2746099,0.7234411,0.0001765547,0.0000312365,0.00005170734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593648,0.00007852699,0.03986755,0.000351531,0.0002052205,0.00005677225,0.000001601218,0.00001570152,0.000058303],"genre_scores_gemma":[0.9997872,0.00001170221,0.00007388835,0.00005544088,0.00006395747,5.139401e-7,0.000002237813,0.000004214114,8.864574e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2659788,"threshold_uncertainty_score":0.2417766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203058075053827,"score_gpt":0.243162031661143,"score_spread":0.2311314509106047,"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."}}