{"id":"W3007616775","doi":"10.3389/fmicb.2020.00064","title":"Isolation and Characterization of Biosurfactant-Producing Bacteria From Oil Well Batteries With Antimicrobial Activities Against Food-Borne and Plant Pathogens","year":2020,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Antimicrobial; Salmonella enterica; Actinobacteria; Microbiology; Firmicutes; Bacteria; Bacillus (shape); Proteobacteria; Food science; 16S ribosomal RNA; Salmonella","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":[0.00008451855,0.0001870523,0.0003147164,0.00004999955,0.00005539452,0.00002443938,0.00009201404,0.0001336883,0.0001233075],"category_scores_gemma":[0.00001208581,0.0001629355,0.00001813952,0.0001372206,0.0003446518,0.0001980512,0.0001115235,0.0001017277,0.000005724069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000384666,"about_ca_system_score_gemma":0.0000127216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003997319,"about_ca_topic_score_gemma":0.00009845127,"domain_scores_codex":[0.9989271,0.00009289724,0.0002803575,0.0004479932,0.00004048611,0.0002111984],"domain_scores_gemma":[0.9996108,0.00001767357,0.0001993548,0.0001054401,0.000007092659,0.00005960057],"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":[0.000204691,0.00001770463,0.1897022,0.0000196837,0.00001723097,0.000001946154,0.00133347,0.000003407929,0.8071522,3.729675e-7,0.0004969877,0.001050133],"study_design_scores_gemma":[0.0009312851,0.0002295749,0.210463,0.00004724862,0.00002001781,0.000009901613,0.0002970466,0.0001501179,0.7837562,0.000002464678,0.003775053,0.0003180566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997012,0.00003343324,0.0003833507,0.0008573827,0.0002473508,0.0001205441,0.001297411,0.00001909433,0.00002949351],"genre_scores_gemma":[0.9924275,0.0003821672,0.005556163,0.000829261,0.00003434325,0.000001419153,0.000741537,0.00001440748,0.00001318742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02339592,"threshold_uncertainty_score":0.6644316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006092214295337776,"score_gpt":0.160144284763441,"score_spread":0.1540520704681032,"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."}}