{"id":"W3208995514","doi":"10.1016/j.watres.2021.117809","title":"Multi-element isotopic evidence for monochlorobenzene and benzene degradation under anaerobic conditions in contaminated sediments","year":2021,"lang":"en","type":"article","venue":"Water Research","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"European Regional Development Fund; Helmholtz Association; Helmholtz-Zentrum für Umweltforschung","keywords":"Environmental chemistry; Chemistry; Reductive dechlorination; Biodegradation; Benzene; Isotope analysis; Microbial biodegradation; Carbon fibers; Chlorine; Human decontamination; Contamination; Geology; Microorganism; Organic chemistry; Ecology; Waste management","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":[0.0001245504,0.0002255245,0.0001514725,0.0008659332,0.0004319589,0.0003532888,0.0002325307,0.0004497379,0.00131447],"category_scores_gemma":[0.0002194316,0.0002365522,0.0001080109,0.0003919788,0.0003904551,0.000194872,0.000339817,0.0001612343,0.000202325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002920013,"about_ca_system_score_gemma":0.0002580473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006076592,"about_ca_topic_score_gemma":0.008101627,"domain_scores_codex":[0.9998839,0.00001320826,0.000009388072,0.00002896579,0.00003132208,0.0000331031],"domain_scores_gemma":[0.9998651,0.00001996981,0.00003497243,0.00001150051,0.0000377933,0.00003077984],"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":[0.0005403622,0.00001739124,0.01212472,0.00002182394,0.000008740524,0.0001143527,0.00007676826,0.00008555072,0.9856188,0.00009557791,0.00001975023,0.001276156],"study_design_scores_gemma":[0.00003268521,0.0003887826,0.2631789,0.00001234868,0.00006354608,0.0007903956,0.0006898126,0.0008560538,0.7316051,0.0002337695,0.002133224,0.00001530567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985777,0.0001115254,0.0003388605,0.00001385479,0.000003615889,0.000001625277,0.0001272107,0.000008287895,0.0008173258],"genre_scores_gemma":[0.9982585,0.0000869888,0.0003359125,0.0000106623,0.000002776512,0.000002460022,0.0001354982,0.000004113293,0.001163091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006076592,"threshold_uncertainty_score":0.01208246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1394012635512652,"score_gpt":0.3841179467258276,"score_spread":0.2447166831745624,"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."}}