{"id":"W2509116579","doi":"","title":"Peatlands as Dynamic Biogeochemical Ecotones: Elemental Concentrations, Stoichiometries and Accumulation in Peatland Soils of Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Peat; Biogeochemical cycle; Soil water; Environmental science; Ecotone; Environmental chemistry; Mire; Soil science; Hydrology (agriculture); Chemistry; Geology; Ecology; Biology","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":[0.0002076072,0.0001669129,0.000197551,0.0009592039,0.00207502,0.001304241,0.0004141538,0.0001907863,0.001180254],"category_scores_gemma":[0.0003522544,0.0002532148,0.000152793,0.001455055,0.000675565,0.0003889667,0.0003846703,0.0001757191,0.000134991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01434213,"about_ca_system_score_gemma":0.01143188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882922,"about_ca_topic_score_gemma":0.9967577,"domain_scores_codex":[0.9998633,0.000008231911,0.00000818641,0.00003106356,0.00003824799,0.00005097351],"domain_scores_gemma":[0.9996799,0.00002863978,0.00005062054,0.000007946761,0.0001643833,0.00006852761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007030053,0.00005435477,0.9161621,0.000269454,0.000127292,0.0003356177,0.007345432,0.00225627,0.03908454,0.00134334,0.001543421,0.03077519],"study_design_scores_gemma":[0.000005285376,0.000009623241,0.9946616,0.00001551406,0.00001786208,0.0000381227,0.001877918,0.0006066537,0.0009094235,0.00009908913,0.001750859,0.000007983077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971145,0.0005293713,0.0001435876,0.00005249184,0.000002262546,0.000007127417,0.0008196589,0.000006858751,0.001323995],"genre_scores_gemma":[0.9974974,0.0003586515,0.0002458435,0.00001406452,9.354501e-7,0.000004122836,0.0002509751,0.000004795124,0.001623309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434213,"threshold_uncertainty_score":0.1040599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153511989367141,"score_gpt":0.2491449027147613,"score_spread":0.2337937037780471,"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."}}