{"id":"W2166142282","doi":"10.1002/rem.21393","title":"DNAPL Source Depletion: 1. Predicting Rates and Timeframes","year":2014,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Dissolution; Environmental science; Soil science; Solubility; Chemistry; Hydrology (agriculture); Geology; Geotechnical engineering","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":[0.0007347171,0.0006916826,0.0003859707,0.0008525796,0.0002143354,0.0006035129,0.0007310832,0.0006945996,0.0009030577],"category_scores_gemma":[0.002283216,0.0003787579,0.0006164026,0.0006188579,0.0001580159,0.0007488101,0.0003149864,0.0004533499,0.0004616063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175236,"about_ca_system_score_gemma":0.0005851243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287173,"about_ca_topic_score_gemma":0.01181554,"domain_scores_codex":[0.9998391,0.00001629713,0.00001185012,0.0000658106,0.00003911797,0.00002785345],"domain_scores_gemma":[0.998958,0.0005228914,0.0002096244,0.00006139136,0.0002003694,0.00004770387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002102546,0.0001227192,0.1408402,0.0002840997,0.00005508302,0.0001459433,0.00013113,0.8088038,0.01309334,0.000759483,0.0008770986,0.03467683],"study_design_scores_gemma":[0.000009827417,0.00008721504,0.02405654,0.00001989226,0.00002201494,0.00004535561,0.00006808334,0.9641315,0.01003424,0.0004717441,0.00103339,0.00002019727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409236,0.000492161,0.04983848,0.0001341652,0.00001711031,0.00015395,0.004865681,0.000692107,0.002882527],"genre_scores_gemma":[0.9775186,0.0003869604,0.01798283,0.00002073269,0.000006583833,0.0001565405,0.002817555,0.00006228316,0.001048115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02287173,"threshold_uncertainty_score":0.04547721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006695535566630328,"score_gpt":0.2089557233318882,"score_spread":0.2022601877652579,"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."}}