{"id":"W7161800475","doi":"10.82308/9728","title":"Modeling water flow and phosphorus fate and transport in a tile-drained clay loam soil using HYDRUS (2D/3D)","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loam; Hydrology (agriculture); Soil water; Well drainage; Drainage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001646352,0.0004571678,0.0003263636,0.000289106,0.0003254157,0.0008214344,0.000563279,0.0006891907,0.0009259264],"category_scores_gemma":[0.0003021231,0.0003404426,0.0006765714,0.0003558645,0.0003321398,0.0003511412,0.0003714756,0.0003165971,0.0001030092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200177,"about_ca_system_score_gemma":0.001399469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1191325,"about_ca_topic_score_gemma":0.08214,"domain_scores_codex":[0.9999261,0.00001032726,0.000006629386,0.00002602288,0.00001267053,0.00001828839],"domain_scores_gemma":[0.9998586,0.00007263387,0.00001695572,0.000009395197,0.00002584767,0.00001652222],"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":[0.0001143656,0.00008964607,0.01302634,0.00005717205,0.0000327078,0.00007071442,0.00007414449,0.9703838,0.01161849,0.0002678623,0.00007511261,0.004189671],"study_design_scores_gemma":[0.00002320138,0.00004197599,0.003053903,0.000002698068,0.00001050003,0.000007308225,0.00003879669,0.9943943,0.002194098,0.00008092312,0.0001429195,0.00000942711],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938974,0.00006207691,0.004168432,0.00004597345,0.00000623699,0.00003043137,0.0004031477,0.00012123,0.001265078],"genre_scores_gemma":[0.993207,0.00009523343,0.005311763,0.0000129081,0.000002774409,0.00004131112,0.0002800001,0.00001491201,0.001034088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191325,"threshold_uncertainty_score":0.2368781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007717921772568877,"score_gpt":0.2062239283980926,"score_spread":0.1985060066255237,"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."}}