{"id":"W2073322716","doi":"10.2136/sssaj2009.0148","title":"Modeling the Subsurface Hydrology of Mer Bleue Bog","year":2010,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Trent University; University of Alberta; Canadian Forest Service","funders":"","keywords":"Macropore; Richards equation; Infiltration (HVAC); Peat; Hydrology (agriculture); Piezometer; Water table; Soil science; Water flow; Hydraulic conductivity; Geology; Environmental science; Soil water; Groundwater; Chemistry; Aquifer; Geotechnical engineering; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00153472,0.000100874,0.0002041453,0.00002116426,0.0005908373,0.00002394819,0.0008797719,0.00006696534,0.0009116378],"category_scores_gemma":[0.00007061948,0.00006272345,0.0001828539,0.0005281541,0.004348368,0.0002491019,0.0002376725,0.000506776,0.00002253764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000394969,"about_ca_system_score_gemma":0.0001240899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006736304,"about_ca_topic_score_gemma":0.00009196095,"domain_scores_codex":[0.9984766,0.00003934136,0.0003086884,0.0002111736,0.0005341569,0.000429992],"domain_scores_gemma":[0.999242,0.00006663773,0.0002571464,0.0002481527,0.0000478954,0.0001381459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002373075,0.0001533025,0.158054,0.000005246225,0.00003552229,0.000001898396,0.005423299,0.14099,0.6784462,0.00006172019,0.005815702,0.01098926],"study_design_scores_gemma":[0.0006759189,0.0004250612,0.05142689,0.000009837712,0.00004324356,0.0002997466,0.002823291,0.9246592,0.009579594,0.003282731,0.006472908,0.0003015911],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990973,0.00002256106,0.00268769,0.002595406,0.0002508382,0.00004598864,0.000001641787,0.000006091304,0.003416787],"genre_scores_gemma":[0.9936842,0.0001762728,0.005468438,0.0005381336,0.00005516005,0.000001231204,2.718902e-7,0.000005104866,0.00007115903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7836692,"threshold_uncertainty_score":0.9983612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007515133815215987,"score_gpt":0.2326730446699399,"score_spread":0.2251579108547239,"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."}}