{"id":"W4200020300","doi":"10.5194/essd-2021-233-rc2","title":"Comment on essd-2021-233","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":"Wilfrid Laurier University; Environment and Climate Change Canada; Carleton University; Dalhousie University; Université de Montréal; University of Alberta","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; Eddy covariance; Environmental science; Biome; Boreal; Ecosystem respiration; FluxNet; Atmospheric sciences; Vegetation (pathology); Arctic; Taiga; Climatology; Terrestrial ecosystem; Ecosystem; Physical geography; Ecology; Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.001986737,0.0006544614,0.0008088771,0.000839792,0.002259419,0.003734764,0.002222828,0.02106851,0.2610303],"category_scores_gemma":[0.01147504,0.000401451,0.001410767,0.001055536,0.001121711,0.002370457,0.00202555,0.009742096,0.1974751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002893703,"about_ca_system_score_gemma":0.003398067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02460717,"about_ca_topic_score_gemma":0.03471777,"domain_scores_codex":[0.9984743,0.0001129434,0.0001671283,0.0001525178,0.0007317379,0.0003613753],"domain_scores_gemma":[0.9968069,0.000777089,0.0001229427,0.0002100522,0.001546109,0.0005369183],"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":[0.00002277825,0.000007989423,0.00006927935,0.00003674363,0.000001222973,0.00007094013,0.000008151694,0.00001007678,0.00004017493,0.0006073053,0.9963716,0.002753801],"study_design_scores_gemma":[0.00001943988,0.000009752229,0.0004050062,0.00007633351,0.000001856709,0.00002190434,0.00003557277,0.00002095401,0.0000614388,0.000462124,0.9988779,0.000007616971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009374104,0.001913318,0.0007404757,0.3703068,0.2614189,0.0006512253,0.01822342,0.002404328,0.3434041],"genre_scores_gemma":[0.003145387,0.0007606765,0.0003425201,0.4465301,0.02118728,0.0004053563,0.003800763,0.0004585577,0.5233694],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2610303,"threshold_uncertainty_score":0.8732333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362647937053847,"score_gpt":0.2444670300749607,"score_spread":0.2308405507044223,"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."}}