{"id":"W4312117591","doi":"10.5194/egusphere-2022-224-ac4","title":"Reply on RC1","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":"","keywords":"Tundra; Soil water; Root mean square; Arctic; Brightness; Brightness temperature; Remote sensing; Polarization (electrochemistry); Environmental science; Spectral index; Atmospheric sciences; Spectral line; Geology; Soil science; Physics; Optics; Chemistry; Oceanography","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":[0.003921948,0.0009024178,0.001182184,0.001531583,0.003177467,0.004580067,0.003308423,0.02815685,0.09476228],"category_scores_gemma":[0.04360769,0.0006826089,0.001219835,0.001115725,0.002265317,0.004636546,0.002623246,0.02079997,0.08887142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003978366,"about_ca_system_score_gemma":0.004486506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091209,"about_ca_topic_score_gemma":0.01233949,"domain_scores_codex":[0.9965081,0.0006072303,0.000458773,0.0005546526,0.001418615,0.0004526069],"domain_scores_gemma":[0.9820234,0.004713667,0.0006872139,0.000975021,0.009311962,0.0022888],"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":[0.00000754235,0.000002378004,0.00003630275,0.00001467661,0.000001319453,0.0000385142,0.000008085666,0.000003207749,0.00001637992,0.0001570945,0.9983425,0.001371992],"study_design_scores_gemma":[0.00001315978,0.000007884373,0.0003385014,0.00006805515,0.000003636324,0.00008182412,0.0000738764,0.00002679242,0.00006971928,0.0005369371,0.9987646,0.00001499787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001533317,0.000916217,0.0001635936,0.8284286,0.1576478,0.00008615426,0.0005439217,0.0002825719,0.01177775],"genre_scores_gemma":[0.001827804,0.0007635759,0.0002137538,0.8617768,0.07143673,0.0001635282,0.0002649578,0.0001728309,0.06337994],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09476228,"threshold_uncertainty_score":0.3170114,"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."}}