{"id":"W3165015294","doi":"10.1021/acs.est.1c00508","title":"Anaerobic Benzene Biodegradation Linked to the Growth of Highly Specific Bacterial Clades","year":2021,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Genome Canada","keywords":"Bioremediation; Microcosm; Biodegradation; Benzene; Environmental chemistry; Anoxic waters; Biostimulation; Chemistry; Biology; Ecology; Organic chemistry; Contamination","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":[0.0002745798,0.0004179036,0.0001989383,0.0005088851,0.0002761969,0.0004269247,0.0001951383,0.0003083198,0.0007884038],"category_scores_gemma":[0.0004037857,0.0001873773,0.0001898627,0.0005594248,0.0002194908,0.0002855054,0.0005295618,0.000295599,0.0002468642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003713612,"about_ca_system_score_gemma":0.0005321248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006413273,"about_ca_topic_score_gemma":0.005596293,"domain_scores_codex":[0.9995716,0.00005185827,0.00003707162,0.0001236021,0.0001271087,0.00008877071],"domain_scores_gemma":[0.9996234,0.0000483816,0.0001119174,0.00002805448,0.0001387084,0.00004952804],"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":[0.0001193598,0.00003554494,0.01411872,0.00004675549,0.000005912491,0.00002895491,0.00004732544,0.00008523822,0.9823837,0.00004528449,0.00003222253,0.003051152],"study_design_scores_gemma":[0.000007848934,0.0006024021,0.4612277,0.00001924256,0.00004398944,0.000436376,0.0004280369,0.001679682,0.5323896,0.0001434353,0.0030055,0.00001612745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966263,0.0005214994,0.0009271751,0.00003957313,0.000007624127,0.00002265945,0.0004523293,0.00001655657,0.001386313],"genre_scores_gemma":[0.9948993,0.000338253,0.001663378,0.00003489335,0.000004593256,0.00003401095,0.001369426,0.000006385143,0.001649771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006413273,"threshold_uncertainty_score":0.01275188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007291811491116675,"score_gpt":0.1952948592660436,"score_spread":0.188003047774927,"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."}}