{"id":"W2127146276","doi":"10.1002/hyp.7637","title":"The controls on boreal peatland surface water chemistry in Northern Alberta, Canada","year":2010,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada; Academia Oamenilor de Știință din România; Universities Space Research Association; Egg Farmers of Canada","keywords":"Surface water; Dissolved organic carbon; Throughflow; Peat; Environmental chemistry; Soil water; Acid neutralizing capacity; Surface runoff; Groundwater; Chemistry; Total organic carbon; Hydrology (agriculture); Boreal; Environmental science; Soil science; Geology; Ecology; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001665282,0.0001378692,0.0001513455,0.000002912052,0.0001778489,0.00002868846,0.0003104057,0.0001142578,0.0006851554],"category_scores_gemma":[0.0001876116,0.00006300933,0.00001921903,0.00006466705,0.0001970395,0.00003608892,0.00008789269,0.000317677,0.00006812019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004657474,"about_ca_system_score_gemma":0.00004702169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2535839,"about_ca_topic_score_gemma":0.9923362,"domain_scores_codex":[0.9989217,0.00002466021,0.000162587,0.0002833621,0.0001726387,0.000435056],"domain_scores_gemma":[0.9993243,0.0003696727,0.00003495875,0.0001700096,0.000008268991,0.00009285082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001115866,0.00007327719,0.9910971,0.00000662852,0.000004848911,0.00004254462,0.00004430061,0.001219837,0.005682364,0.000004963868,0.001451605,0.0002609597],"study_design_scores_gemma":[0.001608349,0.0002749971,0.6994205,0.000006342665,0.00001312097,0.00005539566,0.00003522598,0.001343864,0.01412756,0.001752608,0.280847,0.0005150046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603115,0.00001213143,6.531114e-7,0.004332005,0.00005322699,0.000101859,0.000003021947,0.00001184563,0.03517375],"genre_scores_gemma":[0.998051,0.0000134537,0.000003517954,0.000633496,0.00004666613,0.00002149374,0.00002107266,0.000006179899,0.001203088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7387522,"threshold_uncertainty_score":0.7513865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004174266416245036,"score_gpt":0.1863961792583474,"score_spread":0.1822219128421024,"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."}}