{"id":"W2025563622","doi":"10.1021/es049920y","title":"Pathway Dependent Isotopic Fractionation during Aerobic Biodegradation of 1,2-Dichloroethane","year":2004,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Wageningen University and Research","keywords":"Biodegradation; Fractionation; Chemistry; Pseudomonas putida; Hydrolysis; Isotope fractionation; Reductive dechlorination; Enzymatic hydrolysis; Microbial biodegradation; Pseudomonas; Chromatography; Environmental chemistry; Organic chemistry; Enzyme; Microorganism; Bacteria; Geology","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":[0.0001891243,0.0002537453,0.000236332,0.0002192034,0.0001584445,0.0003755906,0.0001489457,0.0001475714,0.0002465131],"category_scores_gemma":[0.000438367,0.0001660972,0.0001376941,0.000274057,0.0002402776,0.0001626233,0.000215914,0.0002045173,0.00008033614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000341262,"about_ca_system_score_gemma":0.0002813659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772271,"about_ca_topic_score_gemma":0.004888358,"domain_scores_codex":[0.9998189,0.00002414076,0.00001069961,0.00004688273,0.000055473,0.00004402415],"domain_scores_gemma":[0.9998147,0.00005700053,0.00004087343,0.00001257626,0.00005030841,0.00002454047],"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":[0.00009282047,0.000007309805,0.001393648,0.00001258427,0.00000315466,0.00002388323,0.00003511106,0.0001085051,0.9971908,0.0000128364,0.000007295431,0.001112092],"study_design_scores_gemma":[0.000005178629,0.00011825,0.02626942,0.000004462444,0.00001101531,0.00008589885,0.00008793621,0.001558178,0.971481,0.00003320921,0.0003356626,0.000009728895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987019,0.000137472,0.000705168,0.0000112898,0.000002451613,0.000006915202,0.0001364452,0.00001107485,0.0002871891],"genre_scores_gemma":[0.9985078,0.0002001029,0.0007027925,0.0000147576,0.000001809287,0.00001334963,0.0001685683,0.00001105255,0.0003797909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004772271,"threshold_uncertainty_score":0.009489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003792552974319513,"score_gpt":0.1882798015978561,"score_spread":0.1844872486235366,"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."}}