{"id":"W4200216967","doi":"10.5194/essd-2021-233-ac1","title":"Reply on RC1","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; Atmospheric sciences; Ecosystem respiration; FluxNet; Vegetation (pathology); Boreal; Arctic; Taiga; Terrestrial ecosystem; Ecosystem; Boreal ecosystem; Climatology; 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":[],"consensus_categories":[],"category_scores_codex":[0.003256083,0.001028468,0.00117677,0.00124423,0.003312196,0.005103654,0.00367282,0.02615592,0.1787271],"category_scores_gemma":[0.03272189,0.0006481271,0.001691664,0.001126995,0.002173808,0.00435057,0.003062716,0.02233803,0.1520229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877011,"about_ca_system_score_gemma":0.004350242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008257884,"about_ca_topic_score_gemma":0.009245924,"domain_scores_codex":[0.9968877,0.0005298064,0.0003579042,0.0005873636,0.001101348,0.0005357817],"domain_scores_gemma":[0.9924275,0.002233979,0.0002678864,0.0005468797,0.0033945,0.001129328],"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":[0.000006726676,0.000002646507,0.00002337053,0.00001498048,0.000001237509,0.00004083168,0.000009866671,0.000003532378,0.00001520968,0.000331954,0.9974686,0.002081038],"study_design_scores_gemma":[0.000008323774,0.000005778728,0.0001426331,0.00005775635,0.000002207363,0.00005421016,0.00005351476,0.0000134195,0.00003940978,0.0004443493,0.9991708,0.000007716668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002044728,0.002197567,0.0002699942,0.7345546,0.2184319,0.0001264033,0.0008332424,0.0004961065,0.04288569],"genre_scores_gemma":[0.001876054,0.001272007,0.0002346269,0.790341,0.05691405,0.0002101518,0.0003860702,0.00027555,0.1484905],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1787271,"threshold_uncertainty_score":0.5979017,"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."}}