{"id":"W4285087400","doi":"10.1038/s43705-022-00141-4","title":"Substrate-restricted methanogenesis and limited volatile organic compound degradation in highly diverse and heterogeneous municipal landfill microbial communities","year":2022,"lang":"en","type":"article","venue":"ISME Communications","topic":"Landfill Environmental Impact Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada; Joint Genome Institute; U.S. Department of Energy","keywords":"Methanogenesis; Microbial population biology; Leachate; Firmicutes; Proteobacteria; Environmental chemistry; Methanosarcina; Euryarchaeota; Archaea; Ecology; Groundwater; Metagenomics; Microbial consortium; Microbial ecology; Environmental science; Chemistry; Methane; Biology; Microorganism; Bacteria; 16S ribosomal RNA; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001722416,0.0002222707,0.0002418062,0.0005198038,0.0003812245,0.0006535723,0.0001309564,0.0001830748,0.0002665422],"category_scores_gemma":[0.0002985271,0.0001870235,0.0001823553,0.0006108118,0.0004467227,0.0001895765,0.000382928,0.0001137027,0.00009724087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007170451,"about_ca_system_score_gemma":0.0007318007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03681907,"about_ca_topic_score_gemma":0.05660617,"domain_scores_codex":[0.9997268,0.00002559941,0.00002171798,0.00006710285,0.00007880775,0.00007995601],"domain_scores_gemma":[0.9998533,0.00001763284,0.00005347746,0.000008967664,0.00002807262,0.000038472],"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":[0.0005432307,0.00005613244,0.2078971,0.0001385438,0.00004063315,0.0003093091,0.001660871,0.0007513732,0.7826392,0.00008013249,0.00004748277,0.005835845],"study_design_scores_gemma":[0.00001452555,0.0001968602,0.9512225,0.00001297871,0.00003526505,0.0003329252,0.002066335,0.001016517,0.04431767,0.00008616014,0.0006860555,0.00001219315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997286,0.00005490549,0.00005406751,0.000004293842,1.862041e-7,0.000002825132,0.0000795205,0.000001899724,0.00007365112],"genre_scores_gemma":[0.9993937,0.00005960172,0.0001387596,0.000005720114,6.192269e-7,0.000005844081,0.0002422264,0.000001168538,0.000152415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03681907,"threshold_uncertainty_score":0.07320952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03728014580787364,"score_gpt":0.245444722366419,"score_spread":0.2081645765585453,"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."}}