{"id":"W2941951730","doi":"10.3390/genes10050325","title":"Metagenomics-Guided Survey, Isolation, and Characterization of Uranium Resistant Microbiota from the Savannah River Site, USA","year":2019,"lang":"en","type":"article","venue":"Genes","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Illinois at Chicago; Savannah River National Laboratory; University of Illinois at Urbana-Champaign","keywords":"Metagenomics; Biology; Microbial ecology; Burkholderia; Phylum; Soil microbiology; Microbiology; Ecology; Bacteria; Soil water; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002556276,0.0004217152,0.0003774441,0.000947513,0.0005886887,0.0006945811,0.0002876913,0.0003981848,0.000354555],"category_scores_gemma":[0.0002625563,0.0001731224,0.0002853971,0.0008325311,0.000153872,0.0002744957,0.0004789679,0.0002941528,0.000170564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000203963,"about_ca_system_score_gemma":0.0005102649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006883787,"about_ca_topic_score_gemma":0.01525767,"domain_scores_codex":[0.9997212,0.00003952689,0.00001799596,0.00008966032,0.00007847514,0.00005310754],"domain_scores_gemma":[0.9998695,0.0000132502,0.00002303699,0.000006887541,0.00006659955,0.00002073427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001932359,0.0001713282,0.1248512,0.0001556528,0.00008382143,0.0004672158,0.0009312662,0.0003093407,0.8496794,0.00009739576,0.0002307039,0.02282947],"study_design_scores_gemma":[0.00001493965,0.000604283,0.8981199,0.0000729649,0.0001588518,0.001100873,0.003457225,0.003366051,0.08599573,0.0001578567,0.00691845,0.00003283298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970386,0.0003988857,0.001079698,0.0000521707,0.000006498897,0.00003536991,0.0008931533,0.000017653,0.0004779686],"genre_scores_gemma":[0.9908038,0.0007547279,0.00489342,0.00009218604,0.00001039688,0.00004438058,0.002491794,0.00001659036,0.0008926184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006883787,"threshold_uncertainty_score":0.01368749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635495778675851,"score_gpt":0.2113197120869139,"score_spread":0.1949647543001553,"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."}}