{"id":"W2369989015","doi":"","title":"Evaluation of SWAP-MANIMEA model for predicting NO_3~--N leaching from hog waste manured plots","year":2006,"lang":"en","type":"article","venue":"","topic":"Environmental and Agricultural Sciences","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leaching (pedology); Environmental science; Drainage; Hydrology (agriculture); Nitrate; Nitrogen; Environmental engineering; Nova scotia; Soil science; Soil water; Engineering; Ecology; Geotechnical engineering; Geology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006412306,0.0001151658,0.0001087627,0.00001083158,0.0001638158,0.00002097706,0.0001972758,0.00004376362,0.0005624855],"category_scores_gemma":[0.00001906879,0.00007456392,0.00006327862,0.00008123124,0.00009006638,0.0003896121,0.0001066692,0.00004659686,0.00003966046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001409071,"about_ca_system_score_gemma":0.000004225232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002534697,"about_ca_topic_score_gemma":0.001449734,"domain_scores_codex":[0.998329,0.00004077975,0.0002366294,0.000313001,0.0008720058,0.0002085417],"domain_scores_gemma":[0.9996829,0.00004435712,0.0001161959,0.0001035906,0.000008104552,0.00004485704],"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":[0.000007599659,0.00009886138,0.02701634,0.000002753724,0.000007231723,1.161465e-7,0.0003044016,0.5065649,0.452105,0.00006134894,0.0009631647,0.01286834],"study_design_scores_gemma":[0.0003376987,0.00003517255,0.08821557,0.00001075958,0.00005416142,3.765727e-7,0.0003100626,0.8678498,0.03850907,0.004506384,0.00004084565,0.0001301586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817546,0.00003589286,0.003696319,0.0001362502,0.00005491504,0.0003677742,0.00002246609,0.00003037586,0.01390141],"genre_scores_gemma":[0.9925072,0.000002342449,0.005840112,0.00003581596,0.00006814568,0.00003109969,0.00003085025,0.000005446868,0.001479044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4135959,"threshold_uncertainty_score":0.6158822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02323971794242012,"score_gpt":0.2247000596446624,"score_spread":0.2014603417022423,"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."}}