{"id":"W6982237499","doi":"","title":"Historical loading and current sorption capacity of phosphorus in the sediments of Delta Marsh","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Marsh; Eutrophication; Wetland; Sink (geography); Nutrient; Phosphorus; Delta; Sediment; Waterfowl; Hydrology (agriculture)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002177351,0.0001305691,0.0001316848,0.0009329275,0.0003684765,0.0005757218,0.0002107803,0.000208216,0.0005529868],"category_scores_gemma":[0.0005391992,0.00018416,0.00008341319,0.0008051163,0.000474415,0.0005074179,0.0002724397,0.00023552,0.0002104783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007311563,"about_ca_system_score_gemma":0.0003040301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05738175,"about_ca_topic_score_gemma":0.1355635,"domain_scores_codex":[0.9998893,0.000007822734,0.00001037145,0.00003641166,0.00003000626,0.00002613197],"domain_scores_gemma":[0.9995546,0.00003292134,0.0001276059,0.00001588854,0.0002010641,0.00006801758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166933,0.00002187424,0.9797263,0.0000160927,0.00002713967,0.0001621449,0.0006258558,0.0001324361,0.01480298,0.00006512505,0.00008374178,0.004219516],"study_design_scores_gemma":[6.356422e-7,0.00002419199,0.9983516,0.000001562574,0.000004030172,0.00005927917,0.000305829,0.00008279735,0.0008281713,0.00000987842,0.0003293025,0.000002752882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999284,0.00006392702,0.00005104066,0.000009723478,7.83059e-7,0.000001072478,0.0001513986,0.000001836891,0.0004361998],"genre_scores_gemma":[0.9994113,0.00007241406,0.00006592872,0.000005912306,0.000001072492,0.000001216409,0.0001679743,0.000001176706,0.000272964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9426183,"threshold_uncertainty_score":0.1140955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578661584714293,"score_gpt":0.1989740381435213,"score_spread":0.1831874222963784,"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."}}