{"id":"W3158699790","doi":"10.5194/egusphere-egu21-13853","title":"Impact of Winter Soil Processes on Nutrient Leaching in Cold Region Agroecosystems","year":2021,"lang":"en","type":"article","venue":"","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Global Water Futures; Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Leaching (pedology); Environmental science; Fertilizer; Soil water; Nutrient; Agronomy; Growing season; Nitrate; Nitrification; Nitrogen; Chemistry; Soil science","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":[0.0001810802,0.000245797,0.0003828764,0.0001744726,0.0004240861,0.0005562158,0.0003237361,0.0002639065,0.0005596554],"category_scores_gemma":[0.0001564608,0.0001308264,0.0002730008,0.0002398775,0.0003111665,0.0002675673,0.0002998667,0.0003393932,0.00006062949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415497,"about_ca_system_score_gemma":0.0006954664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02154815,"about_ca_topic_score_gemma":0.041627,"domain_scores_codex":[0.9998161,0.00002003329,0.00001934431,0.0000704198,0.00003244844,0.00004169491],"domain_scores_gemma":[0.9997558,0.00004280331,0.00008330303,0.00001752688,0.00004400383,0.00005660834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00119217,0.000142648,0.06445029,0.0001911052,0.00008404785,0.0003805125,0.0002190267,0.001182796,0.9271224,0.00004281631,0.0001059849,0.004886267],"study_design_scores_gemma":[0.00004464114,0.001380865,0.8743015,0.00001652925,0.00008455291,0.0001521733,0.0006958579,0.001797648,0.119882,0.00008408017,0.001536105,0.00002403322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994128,0.0001172397,0.00007589105,0.00001943957,0.000003044165,0.000006379447,0.000131805,0.000003965564,0.0002294821],"genre_scores_gemma":[0.9989813,0.0001855786,0.0002307381,0.00004464414,0.000002874919,0.000018939,0.0002619896,0.000004355516,0.0002694822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02154815,"threshold_uncertainty_score":0.04284543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142447176887822,"score_gpt":0.2324738358424962,"score_spread":0.211049364073618,"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."}}