{"id":"W4200178510","doi":"10.5194/gmd-2021-280-rc1","title":"Comment on gmd-2021-280","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Centre National de la Recherche Scientifique; Universität Hamburg; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; European Commission; Canadian Foundation for Climate and Atmospheric Sciences; Ministerstvo Školství, Mládeže a Tělovýchovy; Agence Nationale de la Recherche; BIOCAP Canada; National Science Foundation","keywords":"Peat; Methane; Environmental science; Wetland; Bog; Permafrost; Methanogenesis; Temperate climate; Atmospheric methane; Ecosystem; Hydrology (agriculture); Atmospheric sciences; Boreal; Atmosphere (unit); Greenhouse gas; Carbon cycle; Terrestrial ecosystem; Soil science; Ecology; Geology; Meteorology; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001513886,0.0009386663,0.001009465,0.001256279,0.002041273,0.004682004,0.002407774,0.0195461,0.3545052],"category_scores_gemma":[0.01069855,0.0004749864,0.001379372,0.001564793,0.001267269,0.002590113,0.002083154,0.009535474,0.2879428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003458513,"about_ca_system_score_gemma":0.003632828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02872691,"about_ca_topic_score_gemma":0.03065145,"domain_scores_codex":[0.9985422,0.00009288467,0.00008933442,0.0001616869,0.0008058175,0.0003080849],"domain_scores_gemma":[0.9964864,0.000652164,0.0001640986,0.00031763,0.001807973,0.000571789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002278974,0.000009983483,0.00003108801,0.00003835402,9.173875e-7,0.00003323496,0.000004604034,0.00001579429,0.00005132947,0.0004735956,0.9959024,0.003415881],"study_design_scores_gemma":[0.00001781787,0.000008308618,0.0003186452,0.00005145276,0.000001301599,0.00001095388,0.00001474145,0.00003056335,0.00006000918,0.0003917229,0.999087,0.000007529885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006876735,0.001356541,0.0009081918,0.2326787,0.25498,0.0008611567,0.02424029,0.005117459,0.47917],"genre_scores_gemma":[0.002728292,0.0005968364,0.0006320982,0.3104176,0.0233889,0.0004996835,0.005166817,0.001022735,0.655547],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3545052,"threshold_uncertainty_score":0.9207199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154043843594994,"score_gpt":0.2746035093832008,"score_spread":0.2530630709472509,"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."}}