{"id":"W4316253906","doi":"10.5194/egusphere-2022-1120-ac1","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":"Deutsche Forschungsgemeinschaft","keywords":"Environmental science; Soil water; Subsoil; Deforestation (computer science); Topsoil; Grassland; Climate change; Subarctic climate; Ecosystem; Soil carbon; Litter; Agroforestry; Soil science; Agronomy; Ecology","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":[0.002150312,0.001166147,0.001323115,0.001182359,0.002241827,0.003743247,0.003342252,0.0196963,0.1940982],"category_scores_gemma":[0.02185317,0.0005021028,0.001460713,0.000806054,0.00188233,0.00314854,0.00259242,0.01709004,0.1488245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002784694,"about_ca_system_score_gemma":0.002156093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003904425,"about_ca_topic_score_gemma":0.00465297,"domain_scores_codex":[0.9975312,0.0004728598,0.000295705,0.0004655546,0.0008939666,0.0003406054],"domain_scores_gemma":[0.9946965,0.001396283,0.0002389427,0.0004135846,0.002248316,0.001006391],"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":[0.00001728283,0.000006375539,0.00003782102,0.0000308123,0.000002495873,0.0001181819,0.000009164681,0.00000816113,0.00003478442,0.0002920475,0.9953621,0.004080793],"study_design_scores_gemma":[0.00001140344,0.000009395594,0.0001558331,0.00006356864,0.000002533502,0.0001025757,0.00003450621,0.0000206634,0.00005530118,0.0003739733,0.9991621,0.000008238198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002561442,0.003082314,0.0003704193,0.4656986,0.4896822,0.0001865906,0.0006462081,0.0006032577,0.03947431],"genre_scores_gemma":[0.003469008,0.003019054,0.0004309841,0.5616686,0.1993048,0.0003195624,0.0005429218,0.0003624673,0.2308826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1940982,"threshold_uncertainty_score":0.6493232,"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."}}