{"id":"W1972167565","doi":"10.1016/j.scitotenv.2009.03.029","title":"pH control for enhanced reductive bioremediation of chlorinated solvent source zones","year":2009,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Chemistry; Bioremediation; Halogenation; Environmental remediation; Bicarbonate; Reductive dechlorination; Environmental chemistry; Groundwater; Soil water; Inorganic chemistry; Environmental science; Contamination; Soil science; Organic chemistry; Biodegradation; Geology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005928443,0.0001025903,0.0001368615,0.00002293411,0.0002932287,0.00000951314,0.0004618658,0.00001962625,0.00006076572],"category_scores_gemma":[0.00004725705,0.0000569123,0.00008565307,0.0001890757,0.001335403,0.0001557198,0.0001512161,0.00004536017,0.00001604081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473939,"about_ca_system_score_gemma":0.000009772895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003254998,"about_ca_topic_score_gemma":6.370346e-7,"domain_scores_codex":[0.998751,0.00003232965,0.000225644,0.000218961,0.0005570502,0.0002149565],"domain_scores_gemma":[0.9993793,0.00004324349,0.0002216343,0.0003113657,0.00001256875,0.00003186489],"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":[0.00004672148,0.0001148859,0.00003400361,0.000002235568,0.00001072443,2.332462e-8,0.001714347,0.03678379,0.9476784,0.0002522853,0.00002668109,0.01333591],"study_design_scores_gemma":[0.0005834452,0.0002893772,0.1215331,0.00001029938,0.00004346229,0.000001212428,0.0006781889,0.003583322,0.8720155,0.001030768,0.0001214022,0.0001099323],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981446,0.00002557133,0.01586975,0.001662489,0.0001395165,0.000543706,0.00000615993,0.000006998448,0.0002998312],"genre_scores_gemma":[0.9980184,0.000008760332,0.0001931542,0.0000297207,0.0000199931,0.00003134461,5.021376e-7,0.000003462281,0.001694651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1214991,"threshold_uncertainty_score":0.4920347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00754681442517513,"score_gpt":0.205558394569394,"score_spread":0.1980115801442188,"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."}}