{"id":"W2068721495","doi":"10.1002/bit.1133","title":"Mechanistic study of microbial control of hydrogen sulfide production in oil reservoirs","year":2001,"lang":"en","type":"article","venue":"Biotechnology and Bioengineering","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Nitrate; Sulfide; Sulfate-reducing bacteria; Chemistry; Hydrogen sulfide; Sulfate; Desulfovibrio; Environmental chemistry; Inorganic chemistry; Sulfur; Organic chemistry","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":[0.0002710324,0.0004325284,0.0004138667,0.0001421285,0.0002386744,0.0005716984,0.000516119,0.0004903467,0.0003905769],"category_scores_gemma":[0.0002295384,0.0001619104,0.0003286125,0.000129235,0.0003130244,0.0004866542,0.0003641676,0.0003062504,0.00009087473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007117504,"about_ca_system_score_gemma":0.0005420651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003280151,"about_ca_topic_score_gemma":0.002117823,"domain_scores_codex":[0.9998536,0.00003288017,0.000009981246,0.00002740557,0.00004529287,0.00003072078],"domain_scores_gemma":[0.9999028,0.00002666342,0.0000222565,0.000006314175,0.00002323472,0.00001859774],"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":[0.000169766,0.00004866615,0.001429021,0.00009141923,0.00001205635,0.0001280876,0.00002680847,0.001983077,0.994684,0.0003301115,0.00001892697,0.001077958],"study_design_scores_gemma":[0.00003954286,0.0008864483,0.0103187,0.00001547828,0.00003588468,0.000189486,0.0003234702,0.0383648,0.9475949,0.0007278731,0.001478691,0.00002465803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962077,0.0004715547,0.002260662,0.0001240441,0.000009888118,0.00003270233,0.000111478,0.00002275275,0.000759221],"genre_scores_gemma":[0.9986147,0.0003010687,0.0007247675,0.00001188364,0.000003044093,0.0000130624,0.00006561733,0.000002192643,0.0002637334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003280151,"threshold_uncertainty_score":0.006522119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006361328753830027,"score_gpt":0.2001711752216513,"score_spread":0.1938098464678212,"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."}}