{"id":"W4213048514","doi":"10.3390/w14040539","title":"Nitrogen Transport/Deposition from Paddy Ecosystem and Potential Pollution Risk Period in Southwest China","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Surface runoff; Environmental science; Deposition (geology); Eutrophication; Volatilisation; Hydrology (agriculture); Ecosystem; Fertilizer; Irrigation; Agriculture; Water quality; Surface water; Agronomy; Environmental engineering; Nutrient; Ecology; Chemistry; Biology; Geology; Sediment","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001740959,0.0002274937,0.0001858952,0.0007399441,0.0004641467,0.0004400625,0.0002443276,0.0002176837,0.0005147402],"category_scores_gemma":[0.0002510927,0.0001679441,0.0002331396,0.001033085,0.0001951472,0.0003186891,0.0004131387,0.0001152026,0.00004252559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200279,"about_ca_system_score_gemma":0.001107552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07510865,"about_ca_topic_score_gemma":0.1106177,"domain_scores_codex":[0.9998858,0.00001031656,0.00001381046,0.00003445594,0.00001944885,0.00003612846],"domain_scores_gemma":[0.9998015,0.00001647232,0.00007749686,0.000009755764,0.00004040934,0.00005445668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003911443,0.00002346395,0.993813,0.00002834287,0.00004117454,0.0004775721,0.0004068065,0.0003116119,0.001864856,0.00007591017,0.00008481098,0.002833232],"study_design_scores_gemma":[0.000001793713,0.00001002697,0.999027,0.000002779996,0.000009625912,0.00005847268,0.0002271103,0.0004348177,0.00008750733,0.00002972424,0.000108538,0.000002611007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997317,0.00004894727,0.00002274504,0.00002490965,7.139466e-7,0.000001273223,0.00006858021,0.000001643696,0.00009952139],"genre_scores_gemma":[0.999549,0.00007731497,0.00003141871,0.000009884988,0.000002365937,0.000002614719,0.0001675334,6.219617e-7,0.0001591437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07510865,"threshold_uncertainty_score":0.149343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002138043978948868,"score_gpt":0.1493718148587674,"score_spread":0.1472337708798185,"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."}}