{"id":"W2061758849","doi":"10.1021/es051493g","title":"Biological Enhancement of Tetrachloroethene Dissolution and Associated Microbial Community Changes","year":2006,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Environmental Security Technology Certification Program","keywords":"Bioaugmentation; Dehalococcoides; Reductive dechlorination; Biostimulation; Environmental chemistry; Dissolution; Chemistry; Geobacter; Bioremediation; Groundwater; Contamination; Enrichment culture; Aquifer; Tetrachloroethylene; Electron donor; Environmental science; Biodegradation; Trichloroethylene; Bacteria; Geology; Ecology; Catalysis; Biofilm; Vinyl chloride","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":[0.0002104825,0.0003356629,0.0003769604,0.0001450118,0.0001794936,0.000435747,0.0002284592,0.000334496,0.0005655101],"category_scores_gemma":[0.0003023928,0.0001227448,0.0002108155,0.0001798384,0.0002447396,0.0002206611,0.0003628395,0.0003369476,0.0001207381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524233,"about_ca_system_score_gemma":0.0003618409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002501195,"about_ca_topic_score_gemma":0.004352506,"domain_scores_codex":[0.9997385,0.00003188531,0.00001673393,0.0000647946,0.00009931946,0.0000488541],"domain_scores_gemma":[0.9997506,0.0000631639,0.00004795666,0.0000216676,0.00007842477,0.00003833694],"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":[0.00003004906,0.00002031874,0.0007819778,0.00001198853,0.000002306935,0.00001351186,0.0000141167,0.00002297166,0.9986768,0.000004564853,0.000003191881,0.0004181612],"study_design_scores_gemma":[0.000009969731,0.001159667,0.03768959,0.000002727651,0.0000110369,0.00007816371,0.0001089261,0.0004888956,0.9599937,0.00001663889,0.0004352036,0.000005641054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989325,0.0000540559,0.0005207772,0.00001401724,0.000002776405,0.00002616846,0.0001394103,0.000009745566,0.0003005376],"genre_scores_gemma":[0.9966523,0.0001298763,0.001661744,0.00002908034,0.00000387682,0.00004748089,0.0003683262,0.000005560029,0.001101775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002501195,"threshold_uncertainty_score":0.004973233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009674260808507812,"score_gpt":0.208152776784246,"score_spread":0.1984785159757382,"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."}}