{"id":"W4220730366","doi":"10.5194/essd-2022-8-rc1","title":"Comment on essd-2022-8","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":"Government of Northwest Territories","funders":"European Commission; Vetenskapsrådet; European Space Agency","keywords":"Permafrost; Soil carbon; Environmental science; Soil map; Soil water; Northern Hemisphere; Carbon cycle; Soil organic matter; Climate change; Carbon sink; Soil science; Physical geography; Atmospheric sciences; Ecosystem; Geology; Geography; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003522803,0.0009889553,0.001232365,0.00111828,0.001992139,0.004889137,0.002722336,0.03357565,0.07570252],"category_scores_gemma":[0.01424161,0.0004805553,0.001950855,0.001449975,0.001418496,0.003182409,0.002406433,0.01473324,0.06584979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002913843,"about_ca_system_score_gemma":0.005287623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996161,"about_ca_topic_score_gemma":0.02225569,"domain_scores_codex":[0.9972969,0.0002122028,0.0003121069,0.0003003521,0.001262128,0.000616373],"domain_scores_gemma":[0.9954822,0.001282295,0.0002210853,0.0003212358,0.001989322,0.0007039371],"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":[0.00005176395,0.00001908844,0.0002464826,0.00008161984,0.000005377291,0.0001710068,0.00001609945,0.00003839952,0.0001139685,0.001604746,0.993318,0.004333389],"study_design_scores_gemma":[0.00002692018,0.00001466019,0.001044883,0.0001151686,0.000005793308,0.00004954402,0.00004155074,0.00006332983,0.0001290763,0.001356034,0.9971319,0.00002102272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001414999,0.003974727,0.001115032,0.51539,0.2865527,0.0005056048,0.02369471,0.001497564,0.1658546],"genre_scores_gemma":[0.005099049,0.001234677,0.0006337321,0.793283,0.03124226,0.0004930331,0.004390419,0.0002898306,0.163334],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07570252,"threshold_uncertainty_score":0.2532502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08977202418230543,"score_gpt":0.3001427478831345,"score_spread":0.2103707237008291,"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."}}