{"id":"W2521022407","doi":"10.1016/j.ibiod.2016.08.014","title":"Exploring the potential of halophilic bacteria from oil terminal environments for biosurfactant production and hydrocarbon degradation under high-salinity conditions","year":2016,"lang":"en","type":"article","venue":"International Biodeterioration & Biodegradation","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Petrobras; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of British Columbia; Universidade Federal de Viçosa","keywords":"Halophile; Halomonas; Actinobacteria; Firmicutes; Proteobacteria; Biology; Bacteria; Bioremediation; Biodegradation; 16S ribosomal RNA; Food science; Microbial enhanced oil recovery; Microbiology; Kerosene; Chemistry; Microorganism; Ecology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002381736,0.0002022772,0.0001533325,0.00008737429,0.0001926851,0.00007540055,0.0002063364,0.00008214969,0.000401881],"category_scores_gemma":[0.0001269969,0.0001357867,0.00006713219,0.0001262935,0.0002731633,0.001109811,0.00008488568,0.00005709536,0.00006130826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032562,"about_ca_system_score_gemma":0.00001800159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002514737,"about_ca_topic_score_gemma":0.0001933085,"domain_scores_codex":[0.9983252,0.00009382765,0.000533753,0.0004636072,0.0004132182,0.0001704314],"domain_scores_gemma":[0.9991494,0.00008333631,0.000426636,0.0002315283,0.00004660785,0.00006242633],"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":[0.0001304631,0.00007023159,0.002369237,0.000003459767,0.00003027666,2.47447e-7,0.00008872309,0.00002955289,0.9739212,0.00007686804,0.00008942987,0.02319033],"study_design_scores_gemma":[0.0009267693,0.0001263441,0.4272976,0.0000684816,0.0000672422,0.000008317156,0.00009670801,0.0008181492,0.5671278,0.0009181742,0.002237147,0.0003073483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873224,0.00000693969,0.005103901,0.005240907,0.001201567,0.0002852638,0.0007855821,0.00003181056,0.00002164675],"genre_scores_gemma":[0.9967055,0.0003170914,0.001513762,0.0001147164,0.0001687514,0.00006293467,0.0008396708,0.00001533075,0.0002622526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4249283,"threshold_uncertainty_score":0.5537223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416774246320142,"score_gpt":0.2328376497634923,"score_spread":0.1986699073002909,"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."}}