{"id":"W1502171873","doi":"10.5006/c2005-05627","title":"Inhibitor Developments Providing Mitigating Benefits against Pitting Corrosion to Carbon Steel Constructed Assets Used to Process Wet Sulfur Contaminated Sour Gas Production","year":2005,"lang":"en","type":"article","venue":"","topic":"Material Properties and Applications","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baker Hughes (Canada)","funders":"","keywords":"Sour gas; Sulfur; Metallurgy; Carbon steel; Corrosion; Environmental science; Pitting corrosion; Waste management; Materials science; Engineering; Natural gas","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001995523,0.0004907454,0.0003320381,0.0002403895,0.0001961099,0.0002849985,0.0004513862,0.0002188296,0.001010678],"category_scores_gemma":[0.0003066387,0.0001555709,0.0001561651,0.000161477,0.0001895156,0.0001541407,0.0001189917,0.0002350542,0.0001700597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00038499,"about_ca_system_score_gemma":0.0005798184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047211,"about_ca_topic_score_gemma":0.03157502,"domain_scores_codex":[0.9998115,0.00002211464,0.00001194095,0.00002481643,0.00009605752,0.00003358857],"domain_scores_gemma":[0.999744,0.00002955575,0.0000725905,0.00001412852,0.0001066059,0.00003309396],"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":[0.000223679,0.00003826033,0.000484985,0.00006846964,0.00001198815,0.00003401134,0.0000141218,0.0003204284,0.9956825,0.00002386258,0.00004479109,0.003053043],"study_design_scores_gemma":[0.000005671976,0.000519612,0.001549605,0.000002684725,0.00002343398,0.00003116441,0.00001552592,0.0006077026,0.9965672,0.000002205364,0.000672916,0.000002222913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955447,0.0004954228,0.002675338,0.00002382099,0.000009537646,0.00004270789,0.00009759799,0.0001146731,0.0009963362],"genre_scores_gemma":[0.9933507,0.0004191533,0.004101568,0.00001257729,0.000004175168,0.00001094777,0.0001567116,0.00001349245,0.001930755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047211,"threshold_uncertainty_score":0.02082235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02133279231006447,"score_gpt":0.2504172207765528,"score_spread":0.2290844284664884,"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."}}