{"id":"W3049278716","doi":"10.1016/j.watres.2020.116310","title":"Two distinct Dehalobacter strains sequentially dechlorinate 1,1,1-trichloroethane and 1,1-dichloroethane at a field site treated with granular zero valent iron and guar gum","year":2020,"lang":"en","type":"article","venue":"Water Research","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Research Foundation","keywords":"Reductive dechlorination; Chemistry; Dehalococcoides; Microcosm; Environmental chemistry; Dehalogenase; Abiotic component; Environmental remediation; Biodegradation; Biochemistry; Organic chemistry; Biology; Gene; Contamination; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004423547,0.0003128744,0.0003328623,0.0001486533,0.0001501606,0.0001391913,0.0001754028,0.0001221173,0.0002937623],"category_scores_gemma":[0.00004822604,0.0002284602,0.00003503226,0.0001860531,0.0001893599,0.0002296355,0.00031423,0.0003057827,0.0001942408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591963,"about_ca_system_score_gemma":0.00001028698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354851,"about_ca_topic_score_gemma":0.0001174208,"domain_scores_codex":[0.9976096,0.0001491309,0.000327759,0.0005191062,0.0006285596,0.0007658288],"domain_scores_gemma":[0.9991363,0.0000579361,0.0000288536,0.0002810007,0.00004455765,0.0004513859],"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":[0.0004384597,0.00003017567,0.06344102,0.00034466,0.00006403171,0.0002908705,0.001292108,0.0001929888,0.932934,0.000007246751,0.0002051133,0.000759344],"study_design_scores_gemma":[0.002711837,0.0007173999,0.02613291,0.00006002501,0.00005319829,0.0000621689,0.00004071311,0.0008892661,0.9673722,0.00005107844,0.001491674,0.0004174692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976487,0.0002286322,0.0001739615,0.0006419868,0.00005173379,0.0006493229,0.00006663129,0.0001740738,0.000364927],"genre_scores_gemma":[0.9986193,0.0003091298,0.0002726094,0.00007749015,0.0001055967,0.00007634064,0.0001465355,0.00008003993,0.0003129641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03730812,"threshold_uncertainty_score":0.9316337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921529275953793,"score_gpt":0.2659844796329615,"score_spread":0.2367691868734236,"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."}}