{"id":"W2972823733","doi":"10.1002/rem.21616","title":"The in situ treatment of BTEX, MTBE, and TBA in saline groundwater","year":2019,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Windsor Clinical Research","funders":"","keywords":"BTEX; Persulfate; Ethylbenzene; Environmental chemistry; Chemistry; Aquifer; Toluene; Xylene; Environmental remediation; Benzene; Saline; Plume; Groundwater; Contamination; Organic chemistry; 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":[0.0003124764,0.0003641168,0.00041754,0.0002082481,0.0002615511,0.0003647444,0.0003666417,0.0003829826,0.0005708797],"category_scores_gemma":[0.0003241251,0.0001859247,0.0002881594,0.0002409673,0.0002305693,0.0002367695,0.0003554393,0.0003550767,0.0001340988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002987649,"about_ca_system_score_gemma":0.0003173442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003515482,"about_ca_topic_score_gemma":0.004236754,"domain_scores_codex":[0.9997036,0.00005009366,0.00002835411,0.00005798383,0.0001075906,0.00005235821],"domain_scores_gemma":[0.9998264,0.00003312912,0.00004288445,0.00001179193,0.00006390648,0.00002193179],"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":[0.00007485178,0.00004691938,0.0003494082,0.00004243391,0.000003461233,0.00002578766,0.00002478247,0.0001494178,0.9982823,0.000007486701,0.000009917379,0.000983265],"study_design_scores_gemma":[0.0000166678,0.001870201,0.002005006,0.000006462995,0.00001575118,0.0000544643,0.0001058658,0.001085823,0.9944227,0.00001109929,0.0004000016,0.000005822054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983619,0.00008668327,0.001071312,0.00002497092,0.000007444862,0.00004955407,0.0000845667,0.00002378537,0.0002898259],"genre_scores_gemma":[0.9956197,0.0002627259,0.003176126,0.00002757494,0.000004442377,0.00005450677,0.0000975603,0.000008302683,0.0007491055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003515482,"threshold_uncertainty_score":0.006990016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008761224724127926,"score_gpt":0.2210008417381674,"score_spread":0.2122396170140395,"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."}}