{"id":"W7161987975","doi":"10.82308/17674","title":"Modeling hydrology and nitrogen fate and transport in a tile-drained agricultural watershed in a cold region","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Hydrology (agriculture); Water equivalent; Hydrological modelling; 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":[0.000146845,0.0002682687,0.0002467023,0.0001665884,0.000444442,0.0006343691,0.0005301178,0.0004803364,0.000600906],"category_scores_gemma":[0.0003592012,0.0001862203,0.0003302402,0.0002583387,0.0003963061,0.0002367639,0.0002622513,0.0002902062,0.00007376516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373472,"about_ca_system_score_gemma":0.001902074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4487852,"about_ca_topic_score_gemma":0.4297582,"domain_scores_codex":[0.9999539,0.000006518776,0.000002527458,0.00001732777,0.000005921657,0.00001377801],"domain_scores_gemma":[0.9999057,0.00003877818,0.00001208402,0.000006236222,0.000019135,0.00001800723],"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":[0.0001236706,0.0001098281,0.05064693,0.00001551671,0.0000308409,0.00008935369,0.0001001209,0.9392057,0.005333259,0.0002590125,0.0001180386,0.003967803],"study_design_scores_gemma":[0.00002740675,0.00005389994,0.01968313,0.000002743153,0.00001733926,0.00001086488,0.0001038907,0.9781266,0.00163216,0.0001302936,0.0002040121,0.000007638225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977126,0.0000092808,0.001573915,0.00001957869,0.000001184891,0.000008370498,0.000113708,0.00002909671,0.0005321996],"genre_scores_gemma":[0.9962603,0.00002657827,0.00220922,0.000006447431,0.000001329403,0.00001729481,0.0002107916,0.000006973497,0.001261091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487852,"threshold_uncertainty_score":0.892346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007840669142125596,"score_gpt":0.2035940910453421,"score_spread":0.1957534219032165,"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."}}