{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002941632,0.0001994642,0.0002138986,0.0008229076,0.001079555,0.0009689581,0.0003620134,0.00016976,0.0006385908],"category_scores_gemma":[0.0005261131,0.0001329871,0.0001335045,0.001012908,0.0006425544,0.0001906091,0.0003969354,0.0001249361,0.00006368614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01161065,"about_ca_system_score_gemma":0.007431924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9788924,"about_ca_topic_score_gemma":0.9919273,"domain_scores_codex":[0.9997824,0.00001769775,0.000008841354,0.0000460409,0.00007179382,0.00007332001],"domain_scores_gemma":[0.999562,0.00003322146,0.00007056403,0.00001150912,0.0002082922,0.0001144328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003046346,0.0000485914,0.9659832,0.00005535917,0.00005872034,0.0003886783,0.001523101,0.001769585,0.01239601,0.0002878851,0.0008387121,0.01634555],"study_design_scores_gemma":[0.000002755057,0.00000576041,0.9983753,0.000003534265,0.000005253929,0.00001979436,0.0004607946,0.0003922396,0.000192915,0.00002847657,0.0005089086,0.000004281557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984068,0.0002298604,0.00008211307,0.00004706398,0.000002264247,0.000007999339,0.0003871141,0.00001129794,0.0008255742],"genre_scores_gemma":[0.9987175,0.0001596916,0.0001933121,0.00002170891,0.0000015429,0.000004084047,0.0003129691,0.000003099805,0.0005861314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02110755,"threshold_uncertainty_score":0.08424163,"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."}}