{"id":"W4406089103","doi":"10.2139/ssrn.5070354","title":"Glutathione corrosion inhibitor for amine-based carbon capture plants","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Glutathione; Adsorption; Chemistry; Corrosion; Glutathione reductase; Dissolution; Materials science; Inorganic chemistry; Organic chemistry; Glutathione peroxidase","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":[0.00009796087,0.0002693497,0.0001973607,0.0001170636,0.0001203903,0.0001444102,0.000368277,0.0003182516,0.001075819],"category_scores_gemma":[0.00008315794,0.0001223224,0.0001915134,0.00007672008,0.00008645198,0.0001286895,0.0001088113,0.0003490349,0.000395032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002846832,"about_ca_system_score_gemma":0.0001454315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001052228,"about_ca_topic_score_gemma":0.003113303,"domain_scores_codex":[0.9999121,0.000009655661,0.00000355738,0.00001909829,0.00003504776,0.00002049987],"domain_scores_gemma":[0.999954,0.000006898444,0.00001030195,0.000003827476,0.00001719875,0.000007836919],"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":[0.00009301916,0.000020516,0.00005786045,0.00004985324,0.000005678985,0.00001893681,0.00000681256,0.00009762075,0.9979825,0.00005854114,0.0001052093,0.001503353],"study_design_scores_gemma":[0.000002658342,0.0002046254,0.0003271822,0.000001985382,0.000005812065,0.00002298856,0.000003980438,0.0006070877,0.9980876,0.000005365616,0.0007289059,0.00000172343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841247,0.00233368,0.007761824,0.0001757029,0.00004620458,0.00005859905,0.0002401569,0.000246794,0.005012302],"genre_scores_gemma":[0.9901769,0.0007165111,0.002293826,0.00004119656,0.000006179863,0.00001308035,0.0002701024,0.00001599537,0.006466413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001075819,"threshold_uncertainty_score":0.003599048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007787286597822814,"score_gpt":0.2503233617934278,"score_spread":0.242536075195605,"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."}}