{"id":"W3006456576","doi":"10.1002/9783527822140.ch7","title":"Corrosion Inhibitors for Sweet Oilfield Environment (<scp>CO</scp><sub>2</sub>Corrosion)","year":2020,"lang":"en","type":"other","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corrosion; Sulfuric acid; Adsorption; Metal; Materials science; Carbon steel; Corrosion inhibitor; Polymer; Sour gas; Chemistry; Natural gas; Metallurgy; Organic chemistry; Composite material","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":[0.0001845472,0.0007312737,0.0002915807,0.0004703334,0.0002627822,0.000464586,0.0004232369,0.0003774189,0.005476085],"category_scores_gemma":[0.0002343846,0.0001446433,0.0002734681,0.0003082904,0.0002018654,0.0003427108,0.0004578633,0.0005208501,0.002820854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000327382,"about_ca_system_score_gemma":0.0003082831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001349441,"about_ca_topic_score_gemma":0.002567924,"domain_scores_codex":[0.999741,0.00002259413,0.000007882589,0.00004254579,0.0001477662,0.00003813598],"domain_scores_gemma":[0.999881,0.00001234333,0.00004012385,0.0000114937,0.00004246001,0.00001254615],"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":[0.0001922148,0.0001443055,0.0005779059,0.001948227,0.00002556834,0.0003609032,0.00006816099,0.0006168414,0.8890828,0.005630988,0.009954543,0.09139758],"study_design_scores_gemma":[0.000007412236,0.0002322349,0.0009688417,0.00005198726,0.00002190105,0.0004407683,0.00002568397,0.0008993088,0.9089518,0.00014634,0.0882434,0.00001041325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4792486,0.136416,0.09717877,0.002083287,0.001336914,0.0006002571,0.002819279,0.003816263,0.2765006],"genre_scores_gemma":[0.8250785,0.04171435,0.02303355,0.0005879703,0.0001902964,0.0001863728,0.001185294,0.0002924748,0.1077311],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005476085,"threshold_uncertainty_score":0.01831931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589967771353224,"score_gpt":0.2357360422780119,"score_spread":0.2198363645644797,"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."}}