{"id":"W109403558","doi":"10.1016/s0169-7722(01)00181-4","title":"Humic acid enhanced remediation of an emplaced diesel source in groundwater","year":2002,"lang":"en","type":"article","venue":"Journal of Contaminant Hydrology","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Environmental remediation; Diesel fuel; Groundwater; BTEX; Humic acid; Aquifer; Solubility; Groundwater remediation; Environmental chemistry; Environmental science; Dissolution; Chemistry; Sorption; Adsorption; Environmental engineering; Contamination; Ethylbenzene; Geology; Benzene; Geotechnical engineering; Organic chemistry","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":[0.0001290635,0.0001807485,0.0003550065,0.0002832302,0.0002676313,0.0002895476,0.0002128995,0.0002933673,0.0006238195],"category_scores_gemma":[0.000223262,0.00009697493,0.000142774,0.0002026462,0.0001690021,0.0001728914,0.0001926721,0.0001701254,0.000114335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377111,"about_ca_system_score_gemma":0.0003606067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007177571,"about_ca_topic_score_gemma":0.01090014,"domain_scores_codex":[0.9999176,0.00001469333,0.000005512783,0.0000168628,0.00002080626,0.00002443554],"domain_scores_gemma":[0.9999323,0.00001575858,0.000009699233,0.000005040435,0.00002613409,0.000011205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005349213,0.00005082329,0.001929887,0.00008347353,0.00001199721,0.0002780074,0.0001332323,0.0009318101,0.9862742,0.00006581019,0.00005926095,0.009646576],"study_design_scores_gemma":[0.00001905986,0.0003337976,0.004443442,0.000004796744,0.00001957888,0.00009390024,0.0001428504,0.001975826,0.992018,0.00003788623,0.0009051193,0.000005691039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988194,0.0001468903,0.000519392,0.00001780981,0.000004859875,0.000008135733,0.00004194057,0.00001549861,0.0004259704],"genre_scores_gemma":[0.9981591,0.0001618428,0.0005360455,0.00001022028,0.000002070013,0.000003101672,0.00004050824,0.000003636702,0.001083502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007177571,"threshold_uncertainty_score":0.01427156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108785392795123,"score_gpt":0.2211153295839369,"score_spread":0.2102367903044246,"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."}}