{"id":"W4378533504","doi":"10.5194/egusphere-2022-473-ac2","title":"Reply on RC1","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":"Norges Forskningsråd; Bundesministerium für Bildung und Forschung","keywords":"Permafrost; Physical geography; Snow; Arctic; Geology; Active layer; Geography; Geomorphology; Chemistry; Oceanography; Layer (electronics)","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":[0.003012557,0.001032421,0.001262271,0.001198247,0.003566108,0.004548907,0.003886822,0.03094145,0.1532076],"category_scores_gemma":[0.03019977,0.0007252759,0.001711042,0.001119241,0.002461323,0.004237605,0.002737344,0.0263892,0.1276491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004199001,"about_ca_system_score_gemma":0.004115785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008907788,"about_ca_topic_score_gemma":0.01032288,"domain_scores_codex":[0.9968869,0.0005592745,0.0003409679,0.0005892229,0.001138092,0.0004855279],"domain_scores_gemma":[0.9921903,0.002505237,0.0002928226,0.0005352038,0.003428919,0.001047523],"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":[0.000008532354,0.000003133945,0.00002586923,0.00001544576,0.000001503579,0.00004835637,0.000009392009,0.000003980203,0.00001559109,0.0002825767,0.9977499,0.001835892],"study_design_scores_gemma":[0.00001208181,0.000007926589,0.0001793119,0.00006676503,0.000003320525,0.00006772303,0.0000584811,0.00002067909,0.00005861404,0.0005202111,0.9989946,0.00001015994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001918847,0.002008063,0.000200887,0.7657444,0.1959453,0.0001150199,0.0006178828,0.0003840879,0.03479247],"genre_scores_gemma":[0.001757591,0.0009590794,0.0001758343,0.8457518,0.0500297,0.0001554723,0.0002096118,0.0001929361,0.1007679],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1532076,"threshold_uncertainty_score":0.5125303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228318860421842,"score_gpt":0.3134604108313091,"score_spread":0.1906285247891249,"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."}}