{"id":"W7097209397","doi":"","title":"Marine sediment-derived Streptomyces bacteria from British Columbia, Canada are a promising microbiota resource for the discovery of antimicrobial natural products. PLoS One 2013","year":2016,"lang":"en","type":"article","venue":"","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streptomyces; Antimicrobial; Secondary metabolite; Bacteria; Novobiocin; Streptomycetaceae; Isolation (microbiology); Actinobacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001264126,0.0007384465,0.0003728116,0.001433323,0.001787832,0.0009353136,0.0003048324,0.0002177833,0.001769396],"category_scores_gemma":[0.0002947039,0.0001796751,0.0001993798,0.002423179,0.0003438045,0.0001719959,0.0005317554,0.0003864466,0.0003802329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043439,"about_ca_system_score_gemma":0.007173386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7355205,"about_ca_topic_score_gemma":0.8981931,"domain_scores_codex":[0.999705,0.00001159905,0.00001988149,0.00005340043,0.0001254335,0.00008453113],"domain_scores_gemma":[0.9998022,0.00001139117,0.00003845551,0.000006816493,0.00009240574,0.00004879174],"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":[0.000766081,0.0002488722,0.2434959,0.001101053,0.0001217103,0.002135173,0.001510663,0.0005334222,0.6475419,0.0005159511,0.002701892,0.09932742],"study_design_scores_gemma":[0.00003499112,0.0004002092,0.8948607,0.0001862751,0.0001940399,0.001206022,0.004543304,0.0004417657,0.06742241,0.0001506552,0.03050889,0.00005054964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743901,0.007619428,0.001008617,0.0003602973,0.00005564957,0.0002258923,0.006925959,0.00005101785,0.009363094],"genre_scores_gemma":[0.974915,0.00703038,0.003781058,0.0002185677,0.00002455927,0.00004000363,0.006899195,0.00001703088,0.007074251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2644795,"threshold_uncertainty_score":0.5320742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009961662306087402,"score_gpt":0.184697527412417,"score_spread":0.1747358651063296,"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."}}