{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000360965,0.0002984323,0.0003071859,0.0000406294,0.000250505,0.00002710081,0.0001889867,0.0002299464,0.0008098994],"category_scores_gemma":[0.000007650076,0.0002743798,0.00007404896,0.00005413578,0.0002219287,0.00009373305,0.0001329566,0.0001950282,0.00007954336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546285,"about_ca_system_score_gemma":0.000004752418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248649,"about_ca_topic_score_gemma":0.00003799822,"domain_scores_codex":[0.9983321,0.00002575973,0.0003454488,0.0005833414,0.0000628253,0.0006505089],"domain_scores_gemma":[0.9993695,0.0001411412,0.0001594497,0.0002061098,0.000001269381,0.000122531],"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":[0.00007419052,0.0000547072,0.001809973,0.00001269053,0.00002202933,0.00000168958,0.0001644242,0.000009747301,0.9914638,0.00001489844,0.001622167,0.004749681],"study_design_scores_gemma":[0.0009752819,0.0001607479,0.0006943062,0.000006300769,0.00003152263,0.00003163163,0.0001745229,0.00001511744,0.9813926,0.00006256682,0.01610709,0.0003483771],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936234,0.0001438051,0.004077654,0.0001733794,0.00012128,0.0002579807,0.00006413629,0.00007405268,0.001464283],"genre_scores_gemma":[0.9964404,0.0001842886,0.0008789754,0.001280113,0.00008932246,0.00004160791,0.0002396328,0.00003877147,0.0008068844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01448492,"threshold_uncertainty_score":0.9999709,"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."}}