{"id":"W4414835318","doi":"10.5194/egusphere-2025-2187-ac1","title":"Reply on RC2","year":2025,"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":"Permafrost; Mass wasting; Digital elevation model; Soil carbon; Synthetic aperture radar; Erosion; Arctic; Elevation (ballistics); Land cover","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":[0.002262667,0.0009745492,0.001020593,0.001089412,0.002686531,0.004541955,0.002959602,0.02066147,0.205501],"category_scores_gemma":[0.0230203,0.0005838617,0.001374844,0.000740926,0.001821767,0.003805745,0.002646644,0.01989374,0.1649057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633419,"about_ca_system_score_gemma":0.002660095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005508977,"about_ca_topic_score_gemma":0.00661403,"domain_scores_codex":[0.9979601,0.0003439798,0.0002002846,0.0004022164,0.0007495307,0.0003438422],"domain_scores_gemma":[0.9942767,0.001737189,0.0002228018,0.0004299931,0.002308635,0.001024648],"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":[0.000008913795,0.000003533895,0.00002399554,0.00001217636,0.000001253532,0.00004699949,0.000006705246,0.000003950937,0.00001823462,0.0002522992,0.997285,0.002336966],"study_design_scores_gemma":[0.000009823543,0.000006325148,0.0001273226,0.0000426859,0.000002040937,0.00004897525,0.00003984896,0.00002047121,0.00005003325,0.0003670325,0.9992781,0.000007256688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000248405,0.001921562,0.0003447846,0.6286167,0.3174756,0.0001422764,0.0008806692,0.0007181474,0.04965187],"genre_scores_gemma":[0.002441064,0.001200481,0.0002728057,0.6865695,0.09367682,0.0002079668,0.000357563,0.0003773255,0.2148964],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.205501,"threshold_uncertainty_score":0.6874693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07390802655007545,"score_gpt":0.303688276814406,"score_spread":0.2297802502643305,"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."}}