{"id":"W17621981","doi":"10.19189/001c.128250","title":"The Influence of Peat Volume Change and Vegetation on the Hydrology of a Kettle-Hole Wetland in Southern Ontario, Canada","year":2007,"lang":"en","type":"article","venue":"Mires and Peat","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Calgary; University of Waterloo","funders":"University of Waterloo","keywords":"Peat; Typha; Bog; Wetland; Vegetation (pathology); Hydrology (agriculture); Environmental science; Water table; Typha angustifolia; Hydraulic conductivity; Carex; Geology; Soil science; Soil water; Ecology; Groundwater; Geotechnical engineering; Biology","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":[0.0003070407,0.0000639815,0.00009755926,0.00001335577,0.00008148432,0.000005257586,0.00007510891,0.00003619383,0.00006407068],"category_scores_gemma":[0.00001271066,0.00003568651,0.00001053925,0.00004681591,0.0001778592,0.00002396919,0.00004224568,0.00007062573,0.000001375854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003902883,"about_ca_system_score_gemma":0.00001385712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8789098,"about_ca_topic_score_gemma":0.9961612,"domain_scores_codex":[0.9994751,0.00003936948,0.0001308825,0.0001119363,0.0000893781,0.0001533262],"domain_scores_gemma":[0.99966,0.0001492724,0.00005811939,0.0000996458,0.000003946344,0.00002898837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004747076,0.00001035436,0.9945878,0.000004686833,0.00000389629,0.000003931775,0.002998542,0.0001426886,0.0007639663,0.00004095131,0.0001634059,0.001232321],"study_design_scores_gemma":[0.0002162088,0.0001068087,0.9936549,0.000008749704,0.000004281097,0.000004060711,0.0002703953,0.0001404703,0.00008254439,0.0001301062,0.005338074,0.00004342052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979368,0.0001469035,8.399418e-7,0.0006312649,0.00002286784,0.0001059073,0.000003606125,0.000001113921,0.001150713],"genre_scores_gemma":[0.9991963,0.00004400747,0.000003709299,0.0002681799,0.000007793985,0.000006178474,0.000001765122,0.000002749568,0.0004693218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1172514,"threshold_uncertainty_score":0.1455254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009269008110372711,"score_gpt":0.1928005232884087,"score_spread":0.183531515178036,"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."}}