{"id":"W2083347675","doi":"10.1111/j.1745-6584.2011.00902.x","title":"Use of Single‐Well Tracer Dilution Tests to Evaluate LNAPL Flux at Seven Field Sites","year":2011,"lang":"en","type":"article","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Suncor Energy Incorporated","keywords":"TRACER; Dilution; Flux (metallurgy); Groundwater; Soil science; Soil water; Hydrology (agriculture); Dissolution; Environmental science; Chemistry; Geology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001597023,0.0001360251,0.0001408732,0.00003639153,0.0001177399,0.00002750497,0.0001215625,0.00005453138,0.005561356],"category_scores_gemma":[0.0000170824,0.00009273888,0.00005680749,0.00007517583,0.00006858254,0.0003629811,0.0002809496,0.00004356284,0.003865664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154594,"about_ca_system_score_gemma":0.000001365387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008039951,"about_ca_topic_score_gemma":0.0007298538,"domain_scores_codex":[0.9989517,0.00004807619,0.0002106855,0.000257872,0.0002598449,0.0002717803],"domain_scores_gemma":[0.9996172,0.00003930784,0.00003654261,0.0002184918,0.00002197891,0.00006653398],"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":[0.0001537296,0.0002939769,0.2273262,0.00001899031,0.00005527044,0.00001219821,0.01867105,0.00004481393,0.7193497,0.00002735634,0.009412541,0.02463421],"study_design_scores_gemma":[0.0002923573,0.0003726918,0.4384445,0.00001300751,0.00004894332,0.000007477413,0.0001451112,0.00004613958,0.4946517,0.000228232,0.06547055,0.0002793223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943346,0.000008776788,0.0009697188,0.0002469521,0.0001217139,0.0001787214,0.000003272673,0.00002740209,0.004108883],"genre_scores_gemma":[0.9482399,0.000001301996,0.0005343794,0.0004642226,0.00002277326,0.00002199274,0.00001229782,0.00001080835,0.05069237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.224698,"threshold_uncertainty_score":0.9969099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06121268664920872,"score_gpt":0.2412159728035356,"score_spread":0.1800032861543269,"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."}}