{"id":"W2287864413","doi":"10.1007/s13157-015-0726-3","title":"Recent Vegetation Dynamics and Hydrological Changes in Bogs Located in an Agricultural Landscape","year":2015,"lang":"en","type":"article","venue":"Wetlands","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Université Laval; Center for Northern Studies; Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Bog; Water table; Deforestation (computer science); Peat; Ditch; Landscape ecology; Vegetation (pathology); Wetland; Environmental science; Hydrology (agriculture); Drainage basin; Land use; Physical geography; Ecology; Earth science; Geography; Geology; Groundwater","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002081753,0.00009170809,0.0001655429,0.0008864229,0.0004240689,0.0004052111,0.0002429265,0.0003171334,0.0007117823],"category_scores_gemma":[0.0006713127,0.0001002645,0.0001807339,0.0007487158,0.0003940349,0.00040765,0.0003405233,0.0002329021,0.0001171372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963167,"about_ca_system_score_gemma":0.0002147288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508291,"about_ca_topic_score_gemma":0.06190881,"domain_scores_codex":[0.9999154,0.00001700757,0.000009207025,0.00001700583,0.00001358027,0.00002786421],"domain_scores_gemma":[0.9995566,0.00007462473,0.0001544012,0.00001708872,0.00007597975,0.0001212693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002798708,0.00008405539,0.992724,0.00002403278,0.00004263853,0.0001515883,0.0007261219,0.0001937862,0.002273602,0.00004329591,0.0001235892,0.003333499],"study_design_scores_gemma":[0.000001238295,0.00001653181,0.9991664,0.000001874468,0.000006776895,0.00005757066,0.0003801518,0.0001562919,0.00006242202,0.00001232322,0.0001368347,0.000001616236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996716,0.00003374494,0.00002336534,0.00001489823,0.000002527535,9.467884e-7,0.0001126804,0.00000130026,0.000138945],"genre_scores_gemma":[0.9996394,0.00003631962,0.00004665529,0.000004259804,0.000005239668,0.000001989285,0.0001651612,6.615439e-7,0.0001003535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508291,"threshold_uncertainty_score":0.0299902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607701487188309,"score_gpt":0.2312016381052019,"score_spread":0.2151246232333188,"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."}}