{"id":"W2799852627","doi":"10.1002/hyp.11622","title":"Bog surface oscillation (mire breathing): A useful measure in raised bog restoration","year":2018,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Environment and Climate Change Canada","funders":"","keywords":"Bog; Mire; Peat; Water table; Hydrology (agriculture); Environmental science; Sphagnum; Surface water; Temperate climate; Geology; Ecology; Groundwater; Biology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009118879,0.0003151027,0.0003081194,0.001547581,0.0003211912,0.0005412705,0.0003024127,0.0004382223,0.001126545],"category_scores_gemma":[0.00317954,0.00009648642,0.0001888444,0.0006431518,0.0002660273,0.0004584203,0.0006434412,0.0005338682,0.0001763727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785717,"about_ca_system_score_gemma":0.000230208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003503144,"about_ca_topic_score_gemma":0.01195814,"domain_scores_codex":[0.9995384,0.0001451626,0.00006781531,0.00008096622,0.0001146808,0.00005309166],"domain_scores_gemma":[0.9977508,0.0002681557,0.001126142,0.0000817434,0.0002885785,0.0004845458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000192239,0.0001720483,0.9797468,0.00005884489,0.00003615544,0.0001356086,0.0002991564,0.0002862817,0.001723867,0.00003904674,0.0004969074,0.01681308],"study_design_scores_gemma":[0.000002232037,0.0001118981,0.9987452,0.00001176025,0.00000795081,0.00008299042,0.0002144037,0.000393376,0.0001511324,0.0000232441,0.0002495719,0.000006222412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952467,0.0005314406,0.0007285116,0.0001268197,0.00003626369,0.00007899077,0.0007107936,0.00005679365,0.00248366],"genre_scores_gemma":[0.9982117,0.0001384203,0.0009731729,0.000027378,0.0000230699,0.00003870931,0.0002424899,0.000005100712,0.0003399616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003503144,"threshold_uncertainty_score":0.006965518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117639425671616,"score_gpt":0.2433219377545403,"score_spread":0.2221455434978241,"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."}}