{"id":"W4283204420","doi":"10.3389/feart.2022.835817","title":"Aquifer-Peatland Hydrological Connectivity and Controlling Factors in Boreal Peatlands","year":2022,"lang":"en","type":"article","venue":"Frontiers in Earth Science","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peat; Groundwater recharge; Water table; Hydrology (agriculture); Groundwater; Surface runoff; Environmental science; Aquifer; Water balance; Depression-focused recharge; Groundwater flow; Boreal; Geology; Ecology","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":[0.001333524,0.0001494141,0.0002948147,0.0002122528,0.0004207779,0.00004404876,0.0003908616,0.00005054083,0.000220078],"category_scores_gemma":[0.0001066999,0.0001259768,0.00002989191,0.000802813,0.000798224,0.0002718486,0.0004885471,0.0003481806,0.000001992608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720345,"about_ca_system_score_gemma":0.00003632507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007096468,"about_ca_topic_score_gemma":0.0007621725,"domain_scores_codex":[0.9980116,0.00013588,0.0002215185,0.000615516,0.0004028757,0.0006126495],"domain_scores_gemma":[0.9995209,0.00008971804,0.00006376125,0.0001764247,0.000003665079,0.000145507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006285225,0.00006402213,0.9941471,0.000001016768,0.000001424506,0.00004137196,0.0004421926,0.003316816,0.0005756704,0.0000335476,0.0002003181,0.001113723],"study_design_scores_gemma":[0.001071248,0.0002312202,0.9643905,0.000001953385,0.000002544435,0.00001755423,0.0003312731,0.03121157,0.00007163111,0.0007628957,0.001739075,0.0001685692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936839,0.00006403818,0.0003910627,0.0001864938,0.0003484265,0.0002058371,0.000009434356,0.00002112534,0.005089702],"genre_scores_gemma":[0.9990984,0.00002638083,0.0005511805,0.0001600073,0.00001555425,0.00002906866,0.00001098787,0.000005217072,0.0001031764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02975657,"threshold_uncertainty_score":0.5137186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007567220368628807,"score_gpt":0.2081161702370332,"score_spread":0.2005489498684044,"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."}}