{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002754844,0.0004742192,0.0002009578,0.0002449754,0.0002263502,0.0005363822,0.0002555029,0.0003652401,0.0005048631],"category_scores_gemma":[0.0003300744,0.0001400039,0.0003435005,0.0002068822,0.0001934318,0.0005886205,0.0005127941,0.0003119367,0.0002082481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124298,"about_ca_system_score_gemma":0.0003293881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112959,"about_ca_topic_score_gemma":0.001545153,"domain_scores_codex":[0.9998233,0.00003669217,0.00001212567,0.00001985235,0.00005221249,0.00005581596],"domain_scores_gemma":[0.9999002,0.00002163205,0.00001312984,0.000007714175,0.00003185137,0.00002548951],"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":[0.0001162052,0.00005184026,0.0009386992,0.00002957529,0.000006689319,0.00006332188,0.000035359,0.0001058098,0.9967804,0.00005692029,0.00001404684,0.0018011],"study_design_scores_gemma":[0.00002297427,0.0009448596,0.00967469,0.00001180172,0.00004300235,0.0002763584,0.00045786,0.001861524,0.9855633,0.0001656386,0.0009623507,0.00001559542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986081,0.0001765013,0.0005891323,0.00005250368,0.000006652311,0.00001011607,0.00006638624,0.00000529573,0.000485372],"genre_scores_gemma":[0.9973928,0.0003342238,0.001312,0.00001665271,0.000005804115,0.00001225426,0.0002579575,0.000004207762,0.0006640219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001112959,"threshold_uncertainty_score":0.002212942,"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."}}