{"id":"W2022867508","doi":"10.1371/journal.pone.0077078","title":"Marine Sediment-Derived Streptomyces Bacteria from British Columbia, Canada Are a Promising Microbiota Resource for the Discovery of Antimicrobial Natural Products","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; University of British Columbia","keywords":"Streptomyces; Antimicrobial; Biology; Secondary metabolite; Novobiocin; Microbiology; Bacteria; Antibiotics; Biochemistry; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073654,0.0001876288,0.0005641512,0.00002330603,0.0001865031,0.0003104535,0.0002366917,0.00008767401,0.0003268737],"category_scores_gemma":[0.0004511826,0.0001733751,0.0000850584,0.0001650155,0.000137044,0.000186178,0.0001708047,0.0002364963,0.000002545219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001226092,"about_ca_system_score_gemma":0.0003119372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7504898,"about_ca_topic_score_gemma":0.5737911,"domain_scores_codex":[0.9983913,0.00004425012,0.0004180606,0.0005219404,0.0002501363,0.0003743512],"domain_scores_gemma":[0.9986054,0.000153868,0.0003076599,0.0004686942,0.0004002037,0.00006422468],"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":[0.0001539818,0.0004601901,0.004738707,0.0005243721,0.0006014455,0.000006196505,0.00004067237,5.778058e-8,0.9324347,9.718973e-8,0.05973596,0.001303584],"study_design_scores_gemma":[0.001030658,0.00006611028,0.1024076,0.000953624,0.000471024,0.00001510305,0.0001036018,0.00001368637,0.8930593,0.000003088034,0.001648045,0.0002281939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866347,0.0004465026,3.893524e-7,0.009481619,0.0001896168,0.002452324,0.0007468841,0.00003107702,0.00001690308],"genre_scores_gemma":[0.9896758,0.00005089151,0.003495657,0.0009139461,0.0006893412,0.00001322095,0.0003953908,0.00004208214,0.004723706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1766986,"threshold_uncertainty_score":0.7070029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253344854493651,"score_gpt":0.1775816691279291,"score_spread":0.1650482205829926,"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."}}