{"id":"W4306857330","doi":"10.5194/bg-2022-144-ac2","title":"Reply on RC2","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gordon and Betty Moore Foundation; National Aeronautics and Space Administration; National Science Foundation","keywords":"Tundra; Radiative forcing; Environmental science; Atmospheric sciences; Radiative transfer; Organic matter; Aerosol; Arctic; Carbon fibers; Total organic carbon; Greenhouse gas; Permafrost; Carbon cycle; Earth's energy budget; Peat; Climatology; Ecosystem; Environmental chemistry; Meteorology; Chemistry; Geography; Physics; Ecology; Radiation; Materials science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002056913,0.0009821511,0.0009732622,0.00101246,0.00248502,0.004087338,0.003168071,0.02110465,0.1937942],"category_scores_gemma":[0.01922108,0.0005487441,0.001426672,0.0008001728,0.001878635,0.003492118,0.002400807,0.01910813,0.1553838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740604,"about_ca_system_score_gemma":0.00255751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006003864,"about_ca_topic_score_gemma":0.00732063,"domain_scores_codex":[0.9981177,0.0003146516,0.0001903314,0.0003680499,0.0007102389,0.0002990105],"domain_scores_gemma":[0.9951752,0.00134409,0.0001920066,0.0003835257,0.002000861,0.0009042789],"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":[0.000009475946,0.000004046665,0.0000298029,0.0000129306,0.00000143722,0.00005369508,0.000006343765,0.000004788314,0.00001930823,0.0002279297,0.997309,0.002321362],"study_design_scores_gemma":[0.00001039122,0.000006714594,0.0001623087,0.00003997915,0.000002243865,0.00005520487,0.00003934477,0.00002109683,0.00005294267,0.0003621411,0.9992404,0.00000723727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002471857,0.001794773,0.0002956329,0.6542639,0.2960309,0.0001377263,0.0007930099,0.000604382,0.04583258],"genre_scores_gemma":[0.002465824,0.001164117,0.000265392,0.708093,0.09223113,0.0002063335,0.0003442897,0.0003206233,0.1949093],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1937942,"threshold_uncertainty_score":0.648306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09126331279171683,"score_gpt":0.2970455410072971,"score_spread":0.2057822282155802,"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."}}