{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000303866,0.0001452244,0.0001467863,0.0001448997,0.0002601812,0.00003533919,0.0007508831,0.0001173972,0.003240029],"category_scores_gemma":[0.00005382865,0.0001095709,0.00004349696,0.001697819,0.001543982,0.0002052307,0.0006648498,0.0001319839,0.001009902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003018193,"about_ca_system_score_gemma":0.00002456483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002851248,"about_ca_topic_score_gemma":0.00007440536,"domain_scores_codex":[0.998332,0.00003589203,0.0002850027,0.000531028,0.0004471657,0.0003688955],"domain_scores_gemma":[0.9993179,0.00001577794,0.000118466,0.0004419731,0.000007089725,0.00009874385],"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":[0.000007917033,0.0000795813,0.01094628,6.797645e-7,0.000002092862,0.000002882198,0.00009504475,0.00001463603,0.9817518,0.0002143807,0.0006875771,0.006197114],"study_design_scores_gemma":[0.0001651915,0.0000856297,0.1345703,0.000003887789,0.000004266949,0.00001191385,0.000178666,0.0000121703,0.8388175,0.0001239861,0.02589617,0.0001303538],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939904,0.00004020566,0.0001234102,0.004764592,0.0003062758,0.0002160883,0.00003540007,0.00004238626,0.0004812353],"genre_scores_gemma":[0.99668,0.0001201044,0.002676612,0.0002735635,0.00003602924,0.000005900979,0.00002065052,0.000007710958,0.0001794709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1429344,"threshold_uncertainty_score":0.9997679,"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."}}