{"id":"W2010718786","doi":"10.2134/jeq2010.0056","title":"Modeling Liquid Distribution in Soil after Pocket Injection","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Quality","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Agriculture and Agri-Food Canada; University of Manitoba","keywords":"Loam; Soil water; Infiltration (HVAC); Soil science; Liquid manure; Environmental science; Hydrology (agriculture); Manure; Geotechnical engineering; Geology; Materials science; Agronomy","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":[0.0001376464,0.0002836726,0.0003736517,0.0003329564,0.0001816367,0.0005116784,0.0003925721,0.0004827218,0.0005874153],"category_scores_gemma":[0.0005291617,0.0002041949,0.000279093,0.0004058279,0.0002996135,0.000591447,0.0002923944,0.0002340028,0.00012251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007287,"about_ca_system_score_gemma":0.0008011184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01688866,"about_ca_topic_score_gemma":0.009873876,"domain_scores_codex":[0.9999338,0.000007858991,0.000004205475,0.00001667047,0.00001895382,0.00001854513],"domain_scores_gemma":[0.9998166,0.00008855508,0.00003257378,0.00001113458,0.00003744466,0.00001383347],"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":[0.00008566843,0.00004760042,0.00736435,0.0000343934,0.000006432323,0.00009104792,0.00003296151,0.9590047,0.02579476,0.0004754092,0.00005518476,0.00700753],"study_design_scores_gemma":[0.000009294751,0.00002663485,0.001183917,0.000002619538,0.000003094059,0.000009608299,0.000008762308,0.9949402,0.003576807,0.0001395325,0.00009541846,0.000004087603],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083853,0.0001148368,0.08892476,0.00004407867,0.000007566675,0.0000477693,0.0003313381,0.0003576909,0.001786562],"genre_scores_gemma":[0.9947791,0.00008185669,0.0041255,0.000005454535,0.000001318196,0.00002489389,0.0001070271,0.00001428462,0.0008605859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01688866,"threshold_uncertainty_score":0.03358072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021930901479514,"score_gpt":0.2183166034567205,"score_spread":0.1980972944419254,"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."}}