{"id":"W4379800526","doi":"10.5194/bg-2023-89","title":"Reviews and syntheses: Greenhouse gas emissions from drained organic forest soils – synthesizing data for site-specific emission factors for boreal and cool temperate regions","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Haridus- ja Teadusministeerium; SNS Nordic Forest Research; Academy of Finland; Helsingin Yliopisto; Norges Forskningsråd; European Commission","keywords":"Boreal; Environmental science; Temperate climate; Greenhouse gas; Taiga; Temperate rainforest; Soil water; Wetland; Nutrient; Forestry; Ecosystem; Agroforestry; Geography; Ecology; Soil science; Biology","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":[0.005340801,0.001894855,0.0023075,0.02718397,0.0004239969,0.002573282,0.0009624784,0.001041219,0.00927206],"category_scores_gemma":[0.02955525,0.0009118618,0.002374765,0.03740039,0.0005863265,0.002168244,0.001553707,0.001217426,0.003078437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002887677,"about_ca_system_score_gemma":0.009176549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250969,"about_ca_topic_score_gemma":0.02030543,"domain_scores_codex":[0.9962229,0.0008248873,0.001149241,0.0005754562,0.001047842,0.0001797478],"domain_scores_gemma":[0.9685281,0.01948551,0.003841293,0.00138159,0.006431827,0.0003317453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002163183,0.00005651524,0.003487061,0.5126117,0.003720618,0.0002860978,0.0009471507,0.001880815,0.003748784,0.006657406,0.1349868,0.3314008],"study_design_scores_gemma":[0.00004150593,0.00004629487,0.01104731,0.1419895,0.004697877,0.0001328714,0.0004765954,0.0002004119,0.002330556,0.003176538,0.8357798,0.00008071612],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003334306,0.9283996,0.002785628,0.002338656,0.003070282,0.0002222226,0.05239956,0.0002697814,0.007179998],"genre_scores_gemma":[0.01775373,0.9466909,0.008752799,0.001993735,0.001281758,0.000666782,0.02076993,0.0002846318,0.001805731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02718397,"threshold_uncertainty_score":0.03101814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09215629877060276,"score_gpt":0.2891746048287838,"score_spread":0.197018306058181,"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."}}