{"id":"W1539040788","doi":"10.1002/2013jg002423","title":"Carbon release from boreal peatland open water pools: Implication for the contemporary C exchange","year":2014,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Peat; Boreal; Eddy covariance; Environmental science; Ecosystem; Atmospheric sciences; Atmosphere (unit); Bog; Ecosystem respiration; Dissolved organic carbon; Hydrology (agriculture); Water table; Carbon cycle; Carbon fibers; Ecology; Chemistry; Environmental chemistry; Geology; Geography; Groundwater; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003282511,0.0001011335,0.0002249474,0.00006021123,0.0004368724,0.0002243864,0.001457693,0.00005673869,0.0001081773],"category_scores_gemma":[0.0003888687,0.00004587569,0.00009224351,0.0002470646,0.0006555439,0.0003525681,0.0005768031,0.0002586357,0.00002919802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006435593,"about_ca_system_score_gemma":0.0000621717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04033976,"about_ca_topic_score_gemma":0.0007777992,"domain_scores_codex":[0.9979682,0.0002757624,0.0002947657,0.0002766894,0.0007313542,0.0004532093],"domain_scores_gemma":[0.9981552,0.001146172,0.0001373902,0.0002546042,0.00009099629,0.0002156743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00178644,0.0009627719,0.6528892,0.0000233016,0.0001026872,0.0000316162,0.001977055,0.0000120515,0.1363768,0.001024154,0.09212245,0.1126915],"study_design_scores_gemma":[0.001019386,0.001801769,0.8355352,0.00001784365,0.00001625866,0.000008007481,0.0002192351,0.003832582,0.005397659,0.021754,0.1302576,0.0001404589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835376,0.00008310192,0.0002127612,0.009051834,0.0001565105,0.0004195227,0.00002263326,0.000004432609,0.006511631],"genre_scores_gemma":[0.9986663,0.0000742762,0.000139905,0.0001631431,0.0005108439,0.00003884021,0.00001388079,0.000006326343,0.0003864808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182646,"threshold_uncertainty_score":0.9660507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05862226726787078,"score_gpt":0.3393571916801395,"score_spread":0.2807349244122687,"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."}}