{"id":"W1450431078","doi":"10.1149/06902.0195ecst","title":"Corrosion Product Structures of Steel Samples Exposed to Amine Solutions Used for H<sub>2</sub>s Removal.","year":2015,"lang":"en","type":"article","venue":"ECS Transactions","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"BASF Corporation","keywords":"Corrosion; Amine gas treating; Diethanolamine; Materials science; Refinery; Chemical engineering; Metallurgy; Chemistry; Organic 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":[0.00009903178,0.0003071492,0.0001521923,0.0002473246,0.00015298,0.0001563502,0.0002609227,0.0004748443,0.001886319],"category_scores_gemma":[0.0002027508,0.0002350706,0.0001901305,0.0001893652,0.0002154271,0.0001603255,0.00009303373,0.0003016252,0.0003411947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400974,"about_ca_system_score_gemma":0.00009446216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951748,"about_ca_topic_score_gemma":0.002985935,"domain_scores_codex":[0.9998642,0.00001318055,0.000007676887,0.00002212492,0.00006662335,0.00002615088],"domain_scores_gemma":[0.9997405,0.00003743795,0.00007393724,0.00001920452,0.00010818,0.00002068254],"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":[0.00003927032,0.00000676929,0.0003669417,0.0000254478,0.000005240148,0.00005465893,0.00002655746,0.0000466516,0.9986314,0.00001189285,0.00003430206,0.0007507465],"study_design_scores_gemma":[0.000004018,0.000313351,0.02191964,0.000004392601,0.00002230951,0.0002203943,0.00006867095,0.0007393526,0.9757814,0.00001157464,0.0009086498,0.000006214571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950263,0.0006233752,0.002097704,0.00003934468,0.00002163872,0.00002023879,0.0004682684,0.00008033735,0.001622824],"genre_scores_gemma":[0.9931054,0.0004371718,0.003357794,0.00004619941,0.000007965222,0.00001709857,0.0006004967,0.0000304586,0.002397476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001951748,"threshold_uncertainty_score":0.006310344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08437560921720048,"score_gpt":0.2762489992998818,"score_spread":0.1918733900826813,"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."}}