{"id":"W2142796911","doi":"10.1128/aem.02332-06","title":"Oil Field Souring Control by Nitrate-Reducing <i>Sulfurospirillum</i> spp. That Outcompete Sulfate-Reducing Bacteria for Organic Electron Donors","year":2007,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Mine drainage and remediation techniques","field":"Environmental Science","cited_by":316,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Alberta; ConocoPhillips","keywords":"Nitrate; Desulfovibrio; Sulfate; Nitrite; Sulfate-reducing bacteria; Chemistry; Bioreactor; Sulfide; Bacteria; Environmental chemistry; Microbiology; Nitrification; Sulfur; Food science; Biology; Nitrogen; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003187395,0.0007465894,0.0006381338,0.0002240358,0.0002117636,0.0004731876,0.0004048098,0.0002791875,0.0006705316],"category_scores_gemma":[0.0003377782,0.0002192563,0.0004402622,0.0002106248,0.000219706,0.0002361824,0.0003902663,0.0004384377,0.0002401146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004663128,"about_ca_system_score_gemma":0.0006649342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00330278,"about_ca_topic_score_gemma":0.006093754,"domain_scores_codex":[0.9996182,0.00005311838,0.00004232928,0.00009336962,0.0001147605,0.00007824683],"domain_scores_gemma":[0.9996448,0.00007181481,0.00008881005,0.00003005407,0.00007326121,0.00009129425],"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":[0.00007563961,0.00003954856,0.0002769182,0.00001658555,0.000002463819,0.00001753854,0.000007876636,0.00002177983,0.9988775,0.000007916965,0.00001286124,0.0006433572],"study_design_scores_gemma":[0.00001695331,0.0006480277,0.004776111,0.000005751715,0.0000187927,0.00006876288,0.0000443006,0.0008190463,0.9930899,0.0000160846,0.0004906511,0.000005747274],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975096,0.0001843394,0.001412143,0.00007037356,0.00002302423,0.00005090515,0.0001529722,0.00007986547,0.0005166948],"genre_scores_gemma":[0.9831005,0.0003491957,0.01279904,0.0001461975,0.00002508485,0.0001089512,0.0008204126,0.00006826989,0.002582418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00330278,"threshold_uncertainty_score":0.006567121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003465917645174579,"score_gpt":0.1848558968166648,"score_spread":0.1813899791714902,"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."}}