{"id":"W2766334243","doi":"10.11575/prism/27911","title":"Studies of Aqueous Hydrogen Sulfide Corrosion in Producing SAGD Wells","year":2017,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Hydrogen sulfide; Corrosion; Aqueous solution; Sulfide; Metallurgy; Materials science; Hydrogen; Anaerobic corrosion; Petroleum engineering; Chemistry; Geology; Sulfur; 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":[0.0002869107,0.0002868084,0.000219113,0.0002737211,0.0002092052,0.0003045192,0.0003097113,0.0002447092,0.0005510303],"category_scores_gemma":[0.0002817095,0.0001672078,0.0002417202,0.0001753437,0.0002234666,0.0002153289,0.000221313,0.0002470305,0.0001798048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003088576,"about_ca_system_score_gemma":0.000189402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003400632,"about_ca_topic_score_gemma":0.005992051,"domain_scores_codex":[0.9997703,0.00003501901,0.0000172379,0.00004016527,0.0001060157,0.0000311385],"domain_scores_gemma":[0.9997669,0.00004283285,0.00005592054,0.00001789825,0.00009250369,0.00002396828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008295637,0.00003318921,0.002182341,0.0000558238,0.000008665521,0.00008861197,0.00008831392,0.0002685109,0.9952468,0.0000307044,0.00001562955,0.001898562],"study_design_scores_gemma":[0.000008847732,0.001125194,0.007876105,0.000004189173,0.00001376121,0.0001266681,0.000206177,0.001242715,0.9887379,0.00002789224,0.0006241361,0.000006354903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979514,0.0001558345,0.001348477,0.00001594417,0.000004236832,0.00001512474,0.00004483736,0.00001821141,0.0004459028],"genre_scores_gemma":[0.9945158,0.0002630254,0.003772005,0.00001341563,0.000003385675,0.000009159945,0.0001034148,0.000008111903,0.001311559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003400632,"threshold_uncertainty_score":0.00676167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055972308593843,"score_gpt":0.2015004955719747,"score_spread":0.1909407724860363,"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."}}