{"id":"W2607786851","doi":"10.1177/0959683617693899","title":"Influence of Holocene permafrost aggradation and thaw on the paleoecology and carbon storage of a peatland complex in northwestern Canada","year":2017,"lang":"en","type":"article","venue":"The Holocene","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Guelph; University of Alberta; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Permafrost; Thermokarst; Peat; Bog; Aggradation; Geology; Sphagnum; Wetland; Chronosequence; Plateau (mathematics); Holocene; Environmental science; Hydrology (agriculture); Physical geography; Earth science; Geomorphology; Soil science; Ecology; Soil water; Paleontology; Geography; Oceanography; Fluvial; Structural basin","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":[0.0004475492,0.00008231919,0.0001817984,0.00003540914,0.000219611,0.00001060458,0.0002844597,0.00005964934,0.00003774439],"category_scores_gemma":[0.00009679552,0.00004681779,0.000009200485,0.00004369338,0.0008372393,0.00003966541,0.0000389435,0.0001704807,0.000001059905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.757989e-7,"about_ca_system_score_gemma":0.00007085686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2608095,"about_ca_topic_score_gemma":0.8281263,"domain_scores_codex":[0.9992176,0.0001987191,0.0001465558,0.0001425385,0.0001011167,0.000193412],"domain_scores_gemma":[0.9989781,0.0005102896,0.0001395384,0.0003017558,0.00003382471,0.00003644604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008668982,0.000006619067,0.9988102,0.00001863961,0.000007796608,0.00002202481,0.0002257286,0.0005250135,0.000006038989,0.00004545058,0.00001096023,0.0002348192],"study_design_scores_gemma":[0.0002625158,0.000117913,0.9982802,0.0000138147,0.000007459977,0.00002749482,0.0001398866,0.000871401,0.00007929122,0.0001486138,0.000003711589,0.00004765945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964174,0.0002499383,7.263927e-8,0.002343005,0.00002845409,0.0001462237,0.00008471541,0.000001930829,0.000728242],"genre_scores_gemma":[0.9995946,0.0001888253,0.00000273352,0.0001572763,0.000008121299,0.000001249821,0.00002811347,0.000001354039,0.00001775078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5673168,"threshold_uncertainty_score":0.7441128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282505840534322,"score_gpt":0.2369540339748326,"score_spread":0.2141289755694894,"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."}}