{"id":"W7045882009","doi":"","title":"Characterizing Phosphorus Transport to Agricultural Tile Drains in Vermont","year":2022,"lang":"en","type":"article","venue":"ScholarWorks -A service of University of Vermont Libraries (University of Vermont)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tile drainage; Tile; Drainage; Hydrology (agriculture); Manure; Agriculture; Sink (geography); Tillage","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":[0.0001280071,0.0002033104,0.0001882228,0.0009894798,0.001106811,0.00102908,0.0003633974,0.0003709651,0.000810307],"category_scores_gemma":[0.0003065781,0.0001312571,0.000197092,0.002190679,0.0003437861,0.0003213704,0.0005584118,0.0002500055,0.0001988778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003765192,"about_ca_system_score_gemma":0.001609768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5010501,"about_ca_topic_score_gemma":0.7193113,"domain_scores_codex":[0.9998363,0.00001167445,0.000007180732,0.00004994989,0.00003379859,0.00006105077],"domain_scores_gemma":[0.999791,0.00002952238,0.00005094329,0.000009300327,0.00007684913,0.00004240836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002300087,0.0001014979,0.9524269,0.00004537985,0.0000591997,0.0006824217,0.0007905592,0.003609866,0.02404876,0.0001961383,0.0006638419,0.01714551],"study_design_scores_gemma":[0.000009242976,0.00008104531,0.9856375,0.00002722902,0.0000213329,0.0001829793,0.002033953,0.006875689,0.002083873,0.00009953733,0.002936407,0.00001114023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980756,0.000105639,0.0001272548,0.00002404609,0.000001657793,0.00001235299,0.0007057891,0.00001023732,0.0009372649],"genre_scores_gemma":[0.9970443,0.0001442881,0.0004550999,0.00003745825,0.000001645859,0.00001713215,0.001218058,0.000006925571,0.00107505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5010501,"threshold_uncertainty_score":0.9962674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007992898878991031,"score_gpt":0.1749394282479953,"score_spread":0.1669465293690043,"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."}}