{"id":"W2884707276","doi":"10.1039/c8ra03377c","title":"Isolation of nitrate-reducing bacteria from an offshore reservoir and the associated biosurfactant production","year":2018,"lang":"en","type":"article","venue":"RSC Advances","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Suncor Energy Incorporated","keywords":"Isolation (microbiology); Nitrate; Bacteria; Submarine pipeline; Environmental science; Production (economics); Chemistry; Petroleum engineering; Microbiology; Biology; Geology; Oceanography; 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":[0.0001704763,0.0007199314,0.0003350744,0.0002333284,0.0001794785,0.000247322,0.0002453355,0.0003983334,0.0003645595],"category_scores_gemma":[0.0002390485,0.0001249498,0.0003525035,0.000272102,0.0001489427,0.0002161025,0.0003967873,0.0004285866,0.0003853504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285552,"about_ca_system_score_gemma":0.0004000642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567168,"about_ca_topic_score_gemma":0.00224768,"domain_scores_codex":[0.9998165,0.0000182928,0.00001981515,0.00003664778,0.00007713996,0.00003176608],"domain_scores_gemma":[0.9999264,0.00001390756,0.00001268396,0.000008050491,0.00002216212,0.00001677421],"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":[0.00001933354,0.00002877871,0.0003911694,0.00002944921,0.000002149734,0.0001199731,0.00001840075,0.00005421263,0.997867,0.00002061466,0.00002104137,0.00142778],"study_design_scores_gemma":[0.0000104494,0.0003910511,0.01400242,0.00001860912,0.00002390232,0.0008247258,0.000136075,0.001197172,0.9819925,0.0000992649,0.001289962,0.00001389825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818243,0.0005205557,0.01247061,0.0003156415,0.00006000466,0.0002785237,0.001552833,0.00005635567,0.00292099],"genre_scores_gemma":[0.9675071,0.001118214,0.02380162,0.00005706446,0.00001752954,0.0002002823,0.00398973,0.00003013223,0.003278318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001567168,"threshold_uncertainty_score":0.003116131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165495977309765,"score_gpt":0.244923592996191,"score_spread":0.2332686332230934,"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."}}