{"id":"W4318474970","doi":"10.5194/egusphere-2022-1062-rc2","title":"Comment on egusphere-2022-1062","year":2023,"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; Royal Bank of Canada; National Science Foundation","keywords":"Permafrost; Taiga; Boreal; Environmental science; Vegetation (pathology); Snow; Physical geography; Soil carbon; Active layer; Climate change; Soil water; Climatology; Hydrology (agriculture); Atmospheric sciences; Geology; Soil science; Geography; Forestry; Geomorphology; Oceanography; Layer (electronics)","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":[0.001864914,0.0009365558,0.0008424821,0.0009782559,0.002332016,0.00381921,0.002020164,0.02092133,0.2978844],"category_scores_gemma":[0.00818311,0.0004593433,0.001346531,0.001201609,0.001145306,0.003076202,0.002012685,0.009745584,0.1856098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386714,"about_ca_system_score_gemma":0.002870951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02710013,"about_ca_topic_score_gemma":0.03509557,"domain_scores_codex":[0.9987571,0.0000839885,0.00009635447,0.0001375915,0.0006405955,0.0002843997],"domain_scores_gemma":[0.9971476,0.000646777,0.000144327,0.0002441994,0.001303892,0.0005132383],"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":[0.00003116414,0.00001362843,0.00007191323,0.0000338996,0.000001458581,0.00005208957,0.000005822847,0.00001615079,0.00006460804,0.000630066,0.9957664,0.003312736],"study_design_scores_gemma":[0.00002348728,0.00001107798,0.0005379627,0.000056025,0.00000204758,0.00001374511,0.0000242237,0.00003471589,0.0000918806,0.0004994326,0.9986948,0.00001063364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001001015,0.001660826,0.000944078,0.3345757,0.2657106,0.0007868731,0.02194699,0.003772022,0.3696018],"genre_scores_gemma":[0.004176365,0.0007912559,0.0005549648,0.4375106,0.03031469,0.000502738,0.004858776,0.0009530034,0.5203376],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2978844,"threshold_uncertainty_score":0.9965226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011212369155358,"score_gpt":0.3071104521707304,"score_spread":0.2059892152551946,"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."}}