{"id":"W4392711156","doi":"10.5194/bg-21-1173-2024","title":"Peatland evaporation across hemispheres: contrasting controls and sensitivity to climate warming driven by plant functional types","year":2024,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Trent University","funders":"University of Waikato; Natural Sciences and Engineering Research Council of Canada; Manaaki Whenua","keywords":"Peat; Eddy covariance; Environmental science; Bog; Sensible heat; Atmospheric sciences; Shrub; Bowen ratio; Ecology; Geology; Ecosystem; Biology","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":[0.0005469486,0.0001077896,0.0001244529,0.00001769164,0.0003392891,0.0001949492,0.00005130978,0.0000483326,0.0001261594],"category_scores_gemma":[0.00005868448,0.00007963923,0.00002291688,0.0001721728,0.0001929731,0.0002270331,0.0001118041,0.00005891619,0.00006815675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003889249,"about_ca_system_score_gemma":0.00001254975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000549707,"about_ca_topic_score_gemma":0.001669611,"domain_scores_codex":[0.9988976,0.00003839443,0.0001358183,0.0003918332,0.0001967649,0.0003395842],"domain_scores_gemma":[0.9996042,0.0001829454,0.00003225469,0.00005992814,0.000006208749,0.0001144335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005722262,0.0000338807,0.7542824,0.00001826907,0.00001452847,0.00007158206,0.0008073975,0.0001918536,0.2248571,0.00009527405,0.006845676,0.01272477],"study_design_scores_gemma":[0.0007198966,0.0004299067,0.8041785,0.0001060838,0.000039527,0.0002720016,0.001016736,0.1124275,0.004983516,0.0002180195,0.0749801,0.0006282839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970574,0.0001895002,0.0007536166,0.0006692595,0.000252359,0.0001292877,0.000261536,0.0000549713,0.0006320893],"genre_scores_gemma":[0.9992887,0.00004965306,0.0001320599,0.0002112554,0.00007703256,0.000007889874,0.00005297656,0.000004443278,0.0001759761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198736,"threshold_uncertainty_score":0.3247593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159276820136463,"score_gpt":0.2414900090079498,"score_spread":0.2298972408065852,"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."}}