{"id":"W2313559313","doi":"10.1021/es403582f","title":"Bioaugmentation with Distinct<i>Dehalobacter</i>Strains Achieves Chloroform Detoxification in Microcosms","year":2014,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Arbor Pharmaceuticals","keywords":"Microcosm; Bioaugmentation; Biostimulation; Dehalococcoides; Reductive dechlorination; Bioremediation; Anoxic waters; Environmental chemistry; Chemistry; Microbiology; Biology; Biodegradation; Ecology; Organic chemistry; Contamination; Vinyl chloride","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":[0.0002896578,0.0007650608,0.0004691413,0.000240902,0.0002023527,0.000829807,0.0004677933,0.000373395,0.0003768464],"category_scores_gemma":[0.0003854294,0.0002017674,0.0004180408,0.0002507781,0.0003287604,0.0002810701,0.0009082954,0.0006655583,0.0002529872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005473901,"about_ca_system_score_gemma":0.0004466414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690007,"about_ca_topic_score_gemma":0.004276413,"domain_scores_codex":[0.9993306,0.00007875045,0.00005561995,0.0001794888,0.0001921108,0.0001633284],"domain_scores_gemma":[0.9996779,0.00005091981,0.00009762352,0.00003337632,0.00005473281,0.00008551585],"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":[0.00006008759,0.00003417457,0.0003627988,0.00001923998,0.000005070975,0.00001987385,0.00001623522,0.00004823074,0.9985108,0.00001763809,0.00002596128,0.000879878],"study_design_scores_gemma":[0.00001559807,0.0008345614,0.008672662,0.000009093501,0.00002598913,0.00009734338,0.0000905687,0.0007543226,0.9885973,0.0000235562,0.0008672572,0.00001172873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962699,0.0002555932,0.001855116,0.00009152858,0.00002077041,0.0001127287,0.0003060835,0.0001061468,0.000982058],"genre_scores_gemma":[0.9893149,0.0004374982,0.007933592,0.0001210634,0.00001448248,0.0001324478,0.0006981411,0.00004778095,0.0013001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002690007,"threshold_uncertainty_score":0.005348742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004608859869998758,"score_gpt":0.2098603127895272,"score_spread":0.2052514529195284,"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."}}