{"id":"W2996318459","doi":"10.1002/eco.2188","title":"Nutrient supply patterns across the Sandhill Fen reclamation watershed and regional reference fens in Alberta, Canada: An ion exchange membrane study","year":2019,"lang":"en","type":"article","venue":"Ecohydrology","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sandhill; Peat; Environmental science; Nutrient; Watershed; Wetland; Hydrology (agriculture); Histosol; Ecology; Chemistry; Soil science; Soil water; Habitat; Soil organic matter; Geology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003707456,0.0001373524,0.0002053421,0.00002685702,0.0001256015,0.00001682849,0.0002190826,0.000099565,0.0008812803],"category_scores_gemma":[0.000008031019,0.00009518879,0.00001346069,0.00008526925,0.00007034114,0.0001199392,0.0001729462,0.0001573772,0.00005494713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136364,"about_ca_system_score_gemma":0.00002054389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6991991,"about_ca_topic_score_gemma":0.9841329,"domain_scores_codex":[0.998617,0.0002150612,0.0002104706,0.0004132781,0.0001486616,0.0003955576],"domain_scores_gemma":[0.9994596,0.0001005887,0.00007619191,0.0002817943,0.000005403054,0.00007642629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009246622,0.00009064833,0.9949394,0.000005602837,0.000007573765,0.00001828583,0.003493451,0.0003898794,0.0004561488,0.00002410598,0.0002248376,0.0002575694],"study_design_scores_gemma":[0.001220355,0.000425344,0.9905798,0.00000318723,0.000006406397,0.00003956534,0.0003649337,0.002913896,0.0001012882,0.00006792832,0.004144377,0.0001329194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959685,0.000006846547,0.000001623467,0.002719626,0.0001534535,0.0004527522,0.00001548376,0.000009735008,0.0006719789],"genre_scores_gemma":[0.9988053,0.0000228741,0.000004075543,0.0006009426,0.00003645773,0.00005332951,0.0001169817,0.000008702815,0.0003513015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2849337,"threshold_uncertainty_score":0.9649401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139727948033577,"score_gpt":0.2236937777116081,"score_spread":0.2122964982312724,"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."}}