{"id":"W4385429827","doi":"10.1007/s10705-023-10298-6","title":"Soils potentially vulnerable to phosphorus losses: speciation of inorganic and organic phosphorus and estimation of leaching losses","year":2023,"lang":"en","type":"article","venue":"Nutrient Cycling in Agroecosystems","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); University of Saskatchewan","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Norges Forskningsråd; National Research Council Canada; Sveriges Lantbruksuniversitet; Vetenskapsrådet; Naturvårdsverket; Svenska Forskningsrådet Formas; University of Saskatchewan; Canadian Light Source","keywords":"Leaching (pedology); Lysimeter; Soil water; Eutrophication; Environmental chemistry; Topsoil; Phosphorus; Chemistry; Nutrient; Sorption; Human fertilization; Environmental science; Agronomy; Soil science; Adsorption; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009117871,0.000191799,0.0003773081,0.0002044037,0.0001228678,0.0000478391,0.0001738159,0.0001084566,0.00001588493],"category_scores_gemma":[0.0002156323,0.0001870569,0.00003832134,0.0009206589,0.00006613644,0.0002619831,0.0002256938,0.0001599543,0.00005132702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652994,"about_ca_system_score_gemma":0.00001550853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259463,"about_ca_topic_score_gemma":0.0001314472,"domain_scores_codex":[0.9980496,0.00009212489,0.0006986681,0.0004233122,0.0004098742,0.0003264018],"domain_scores_gemma":[0.9991699,0.0001748683,0.0002875012,0.0002364387,0.00002386357,0.0001074276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008206924,0.00017104,0.9433126,0.0002491345,0.00002271727,0.000009907671,0.003393201,0.02777767,0.01630348,0.0001627618,0.000128879,0.008386576],"study_design_scores_gemma":[0.00462115,0.0008484698,0.5282049,0.001750792,0.0001316786,0.00005602392,0.00381346,0.3006073,0.1481433,0.009692986,0.0008675914,0.00126244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964113,0.0002356042,0.002220066,0.0001007286,0.0003413493,0.0004760672,0.00001510616,0.00005679637,0.0001430034],"genre_scores_gemma":[0.998763,0.0004884021,0.0005658826,0.0000207054,0.00003140119,0.00001601601,0.00002461062,0.00002595552,0.00006399786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4151077,"threshold_uncertainty_score":0.7627959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008000586519496583,"score_gpt":0.2225184593057399,"score_spread":0.2145178727862433,"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."}}