{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001341787,0.0003824789,0.0003694008,0.0002763549,0.0002837435,0.0004097852,0.0004135693,0.0006086082,0.0006226725],"category_scores_gemma":[0.0003117131,0.0002221182,0.0002826731,0.0002111384,0.0002653484,0.0002730622,0.0003573849,0.0003625361,0.0001719868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002763001,"about_ca_system_score_gemma":0.0003157887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00582477,"about_ca_topic_score_gemma":0.005142511,"domain_scores_codex":[0.9996394,0.00002772371,0.0000327672,0.0001128877,0.00007982049,0.0001073512],"domain_scores_gemma":[0.9998253,0.00002661494,0.00002478198,0.00002524244,0.0000592418,0.00003881946],"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":[0.0001902487,0.00005994681,0.002628296,0.00001402069,0.000003843816,0.0001030474,0.00008160295,0.00004342398,0.995649,0.00002948341,0.00002008918,0.001176957],"study_design_scores_gemma":[0.00003270666,0.0007589427,0.05548538,0.000004486184,0.0000406613,0.0007020214,0.001074805,0.001062488,0.9398885,0.00006747055,0.0008629355,0.00001958117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990589,0.00002497132,0.000406633,0.00003065707,0.000008984688,0.0000165159,0.0001249624,0.00001027499,0.0003181649],"genre_scores_gemma":[0.996199,0.00005620922,0.00139927,0.00002962246,0.00000409884,0.00001984927,0.0004086852,0.000006809399,0.001876514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00582477,"threshold_uncertainty_score":0.01158172,"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."}}