{"id":"W4213288522","doi":"10.5194/bg-2021-317-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":"European Commission; Aurora Research Institute","keywords":"Dissolved organic carbon; Environmental science; Permafrost; Soil water; Organic matter; Humus; Hydrology (agriculture); Drainage basin; Soil organic matter; Nutrient; Total organic carbon; Arctic; Environmental chemistry; Oceanography; Soil science; Ecology; Geology; Chemistry","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003042236,0.001371126,0.001315567,0.001165752,0.002834769,0.005359731,0.003561742,0.0212083,0.1547999],"category_scores_gemma":[0.02449819,0.0005979158,0.001618489,0.0007828685,0.002789222,0.004298204,0.003057402,0.02235058,0.1181222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003474663,"about_ca_system_score_gemma":0.003936237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00679403,"about_ca_topic_score_gemma":0.008590626,"domain_scores_codex":[0.9968989,0.0005133046,0.0003048308,0.0006069163,0.001239631,0.0004364539],"domain_scores_gemma":[0.9935212,0.001607981,0.0002716391,0.0005188294,0.002738275,0.001342036],"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":[0.00001242253,0.000005117742,0.00002958691,0.00002295562,0.000002222368,0.00006991312,0.000009779707,0.000006596118,0.00002517444,0.0003220783,0.9960275,0.003466778],"study_design_scores_gemma":[0.000009022368,0.000006324553,0.0001163369,0.00004925527,0.000002157036,0.00006003952,0.00003731485,0.00001398096,0.00003725284,0.0003356321,0.9993252,0.000007411667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001876041,0.002854474,0.0002760364,0.4633751,0.5041805,0.0001163792,0.000476712,0.0004795781,0.02805373],"genre_scores_gemma":[0.002214749,0.002438811,0.0003583052,0.6317643,0.1926676,0.0002189953,0.0003604649,0.0003216878,0.1696551],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1547999,"threshold_uncertainty_score":0.5178574,"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."}}