{"id":"W2007473057","doi":"10.1021/es062010r","title":"Growth and Yields of Dechlorinators, Acetogens, and Methanogens during Reductive Dechlorination of Chlorinated Ethenes and Dihaloelimination of 1,2-Dichloroethane","year":2007,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dehalococcoides; Reductive dechlorination; Acetogenesis; Population; Chemistry; Vinyl chloride; Geobacter; Electron donor; Microbiology; Methanogenesis; Organic chemistry; Biology; Bacteria; Biodegradation; Methane; Catalysis; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006501422,0.0001445953,0.0002205149,0.0004041159,0.0001041107,0.000004591558,0.0001861497,0.0001648875,0.00004982848],"category_scores_gemma":[0.0001240858,0.000135529,0.00001935635,0.0007899284,0.00422598,0.0002785916,0.0004420412,0.000102764,0.000001121888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003645,"about_ca_system_score_gemma":0.000008801037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006254232,"about_ca_topic_score_gemma":0.00002369317,"domain_scores_codex":[0.9986249,0.00001737347,0.0003484936,0.0004048363,0.0003456121,0.0002587934],"domain_scores_gemma":[0.9994048,0.00004290444,0.0002957221,0.0001599181,0.00001110804,0.00008552582],"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":[0.00003808937,0.00005611446,0.1633353,0.00001692172,0.000005522386,0.000001219444,0.0004188913,0.000001798602,0.8281949,0.0004789186,2.465824e-7,0.007452101],"study_design_scores_gemma":[0.0002300145,0.0001406756,0.3647611,0.00001017974,0.00001088423,0.00001807345,0.0006581718,0.00001292098,0.6337272,0.0003436506,0.000008619711,0.00007848485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991209,0.0001757143,0.00006918893,0.0001768375,0.00005158581,0.0002147368,0.00001602785,0.00001739325,0.0001575979],"genre_scores_gemma":[0.9982005,0.000611632,0.001153548,0.000005099305,0.000004660159,0.000002414469,0.000002131491,0.000006988112,0.0000129661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014259,"threshold_uncertainty_score":0.998484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005624532730078424,"score_gpt":0.2147946828206275,"score_spread":0.2091701500905491,"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."}}