{"id":"W4200068634","doi":"10.5194/essd-2021-233-ac2","title":"Reply on RC2","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Ministry of Science and ICT, South Korea; Kempestiftelserna; Russian Science Foundation; National Research Foundation of Korea; Academy of Finland; National Oceanic and Atmospheric Administration; Korea Polar Research Institute; Deutsche Forschungsgemeinschaft; Svenska Forskningsrådet Formas; National Research Foundation; NOAA Center for Earth System Sciences and Remote Sensing Technologies; U.S. Department of Energy; Skogssällskapet; European Commission; Danmarks Grundforskningsfond; Kempe Foundation; Gordon and Betty Moore Foundation; ArcticNet; Ministry of Environment; National Aeronautics and Space Administration; National Science Foundation","keywords":"Tundra; Environmental science; Eddy covariance; Biome; FluxNet; Atmospheric sciences; Boreal; Vegetation (pathology); Ecosystem respiration; Taiga; Terrestrial ecosystem; Arctic; Primary production; Ecosystem; Climatology; Boreal ecosystem; Physical geography; Ecology; Geography; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002868263,0.0009939461,0.001051173,0.001136272,0.003087237,0.005037595,0.003369492,0.02278526,0.1754124],"category_scores_gemma":[0.02720188,0.0005640462,0.00157022,0.0009980144,0.002020952,0.004088287,0.002905497,0.02012005,0.1431932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003434025,"about_ca_system_score_gemma":0.003865379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007452442,"about_ca_topic_score_gemma":0.008608736,"domain_scores_codex":[0.9972879,0.0004497574,0.0002870333,0.0005301636,0.0009904052,0.0004548278],"domain_scores_gemma":[0.9940181,0.001744743,0.0002137491,0.0004685109,0.00258806,0.000966856],"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":[0.000007834221,0.000002965102,0.00002529981,0.00001474077,0.000001375436,0.00004604902,0.000009787062,0.000004201771,0.00001853938,0.0003793691,0.9972367,0.002253113],"study_design_scores_gemma":[0.000007740455,0.000005078808,0.0001256514,0.00004478591,0.000002054497,0.00005017286,0.00004742404,0.00001465033,0.00004285373,0.0004245009,0.9992284,0.000006746575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002377787,0.002162731,0.0003117238,0.6844355,0.2650731,0.0001269348,0.0008764988,0.0005425393,0.04623315],"genre_scores_gemma":[0.002196742,0.001283622,0.0002599623,0.7502943,0.06769639,0.0002103652,0.0003973817,0.0003323953,0.1773288],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8245876,"threshold_uncertainty_score":0.5868129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134081071662327,"score_gpt":0.2421600585019114,"score_spread":0.2287519513356787,"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."}}