{"id":"W2238476054","doi":"10.1111/sum.12238","title":"Predicting environmental soil phosphorus limits for dissolved reactive phosphorus loss","year":2015,"lang":"en","type":"article","venue":"Soil Use and Management","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Sorption; Surface runoff; Saturation (graph theory); Soil water; Phosphorus; Chemistry; Environmental chemistry; Soil science; Environmental science; Adsorption; Mathematics; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002648447,0.0003352453,0.0001358327,0.0004378264,0.0001830963,0.0004589083,0.0003191509,0.0002513737,0.0004490782],"category_scores_gemma":[0.0007727038,0.0001773796,0.0001542621,0.0004073909,0.0001981381,0.0002544942,0.0001822981,0.0001633242,0.0001442673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002422684,"about_ca_system_score_gemma":0.001300495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4172693,"about_ca_topic_score_gemma":0.4511039,"domain_scores_codex":[0.999892,0.00001290224,0.000004374747,0.00003295602,0.00004143755,0.00001620529],"domain_scores_gemma":[0.9996933,0.0001081239,0.00005390893,0.000009186494,0.000106941,0.00002871126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002794238,0.00008066185,0.8518177,0.0000888798,0.00008637016,0.0001415862,0.0001145682,0.1022754,0.02707363,0.0002126708,0.0004365088,0.01739263],"study_design_scores_gemma":[0.00002608852,0.0001366976,0.7738213,0.000009884357,0.00002189751,0.00003740748,0.0002157865,0.2155826,0.008800499,0.0002275552,0.001103518,0.00001685133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969462,0.00005353491,0.001563435,0.00001510478,6.468871e-7,0.00001275419,0.0006468261,0.00004497827,0.0007166165],"genre_scores_gemma":[0.998135,0.00003442383,0.0009063504,0.000004201098,4.522752e-7,0.000008952783,0.0006247264,0.000004194684,0.000281631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4172693,"threshold_uncertainty_score":0.8296812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01896740747917344,"score_gpt":0.2124658953679814,"score_spread":0.193498487888808,"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."}}