{"id":"W2111961874","doi":"10.1371/journal.pone.0030058","title":"Metagenomic Analysis of the Bioremediation of Diesel-Contaminated Canadian High Arctic Soils","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute; National Research Council Canada","funders":"","keywords":"Bioremediation; Alphaproteobacteria; Gammaproteobacteria; Actinobacteria; Metagenomics; Rhodococcus; Soil microbiology; Environmental chemistry; Soil contamination; Soil water; Contamination; Microorganism; Hydrocarbon; Environmental science; Biology; Ecology; Bacteria; Chemistry; Gene; 16S ribosomal RNA","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002222285,0.0006600642,0.0006677614,0.001365267,0.0009378708,0.0008220707,0.00026774,0.0003310384,0.0004049838],"category_scores_gemma":[0.0002813452,0.0001815455,0.0005702866,0.00211534,0.0002672083,0.0001850305,0.0003293932,0.0003387341,0.0001552221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019044,"about_ca_system_score_gemma":0.003437849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3327513,"about_ca_topic_score_gemma":0.4111319,"domain_scores_codex":[0.9996589,0.00001083727,0.00001241362,0.00008974592,0.0001359629,0.00009213557],"domain_scores_gemma":[0.9997311,0.00001819567,0.00003057329,0.000007223237,0.0001632801,0.00004951142],"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":[0.0003958564,0.00006843156,0.03201618,0.0001920611,0.00005539986,0.0001630174,0.0005695513,0.000577421,0.9576723,0.00006761212,0.0001490792,0.008073173],"study_design_scores_gemma":[0.00001572803,0.0003133061,0.8555493,0.0000410004,0.0001848171,0.000234691,0.001827326,0.003062463,0.1338867,0.00007348658,0.00475233,0.00005888336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914728,0.0005807092,0.0006228508,0.00004406393,0.00001047568,0.00006741778,0.006412876,0.00002030755,0.0007683715],"genre_scores_gemma":[0.9781111,0.001827322,0.00455373,0.0001556929,0.00001592975,0.0001415663,0.01150467,0.00002805691,0.003661786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6672487,"threshold_uncertainty_score":0.661629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392316140652908,"score_gpt":0.1931337211494868,"score_spread":0.1692105597429577,"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."}}