{"id":"W2063829597","doi":"10.2134/jeq2002.1722","title":"Solute Transport Modeling under Cultivated Sandy Soils and Transient Water Regime","year":2002,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Lysimeter; Soil water; Topsoil; Leaching (pedology); Soil science; Infiltration (HVAC); Chemistry; Hydrology (agriculture); Environmental science; Geology; Materials science","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":[0.0001333176,0.0002593914,0.0002739846,0.0001855195,0.0001598561,0.0005054905,0.0004409769,0.0004624325,0.0003803379],"category_scores_gemma":[0.0002729133,0.0001349212,0.0003735402,0.00036287,0.0002024097,0.0003952693,0.0002181173,0.0001858871,0.00006465364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006851524,"about_ca_system_score_gemma":0.0006183037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02106281,"about_ca_topic_score_gemma":0.01034497,"domain_scores_codex":[0.9999455,0.000005982548,0.00000435627,0.00002425008,0.000005277546,0.00001460475],"domain_scores_gemma":[0.9998851,0.00004718926,0.00002291973,0.000009629027,0.00002332169,0.00001189531],"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":[0.0001014398,0.00004503254,0.01101301,0.00003910921,0.00002009404,0.000105015,0.00003733264,0.9602373,0.02412752,0.0004915741,0.00006417761,0.003718418],"study_design_scores_gemma":[0.000008249384,0.0000211559,0.001835875,0.000001129924,0.000004780537,0.000008390921,0.0000204862,0.9954176,0.002421961,0.0001677874,0.0000880595,0.000004622087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863305,0.00004550086,0.01279179,0.00001877217,0.000002752566,0.00001173554,0.0002501443,0.00007281454,0.0004759445],"genre_scores_gemma":[0.9971023,0.00006332638,0.002136928,0.000004506753,0.000001156406,0.00001975231,0.000179361,0.00000762739,0.0004849967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02106281,"threshold_uncertainty_score":0.04188037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03787283594768981,"score_gpt":0.2429009319453021,"score_spread":0.2050280959976123,"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."}}