{"id":"W3021510075","doi":"","title":"Scientifically Derived Phosphorus Loading Objective and Adaptive Watershed Management for Lake Simcoe, Canada","year":2005,"lang":"en","type":"article","venue":"AGUSM","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Watershed; Phosphorus; Environmental science; Hydrology (agriculture); Watershed management; Water resource management; Adaptive management; Environmental resource management; Engineering; Computer science; Chemistry; Geotechnical engineering","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":[0.001512006,0.0002904814,0.0003328406,0.001415748,0.001601158,0.001410158,0.0006940634,0.0003088397,0.001191814],"category_scores_gemma":[0.003569739,0.0001546456,0.0001721031,0.001630019,0.0004733977,0.0004255564,0.000572935,0.0003361375,0.0001251228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02576209,"about_ca_system_score_gemma":0.04454372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.967948,"about_ca_topic_score_gemma":0.9901214,"domain_scores_codex":[0.9993492,0.00009004615,0.00003343157,0.00007771842,0.000347848,0.0001017607],"domain_scores_gemma":[0.9983379,0.0001031532,0.000119601,0.00004352331,0.001280999,0.0001148327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006454454,0.0003541932,0.4501866,0.0002987419,0.0001316962,0.0001805912,0.0006369862,0.2834533,0.005876332,0.01891379,0.02672776,0.2125946],"study_design_scores_gemma":[0.000185148,0.00007799556,0.3859524,0.0000806408,0.00006824349,0.00002986784,0.001061745,0.5859207,0.007106699,0.004706555,0.01472107,0.00008885923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9514898,0.0003618337,0.01360894,0.001414824,0.00002986623,0.0002839848,0.007210637,0.000562301,0.02503783],"genre_scores_gemma":[0.9756466,0.000129341,0.01723612,0.00005569933,0.000008923774,0.00007581751,0.002396349,0.00005003858,0.004401118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03205204,"threshold_uncertainty_score":0.186918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006490259184967791,"score_gpt":0.1856335540061977,"score_spread":0.1791432948212299,"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."}}