{"id":"W4387608931","doi":"10.5194/egusphere-2023-1191-cc1","title":"Comment on egusphere-2023-1191","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BGC Engineering (Canada)","funders":"International Permafrost Association","keywords":"Permafrost; Geology; Landform; Rock glacier; Debris; Glacier; Geomorphology; Physical geography; Accumulation zone; Ice stream; Climatology; Cryosphere; Geography; Oceanography; Sea ice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769227,0.0009381271,0.0008993089,0.001007222,0.003249271,0.003362267,0.002376853,0.02399114,0.2796061],"category_scores_gemma":[0.01066639,0.000500551,0.001114153,0.001325782,0.001470489,0.002360128,0.002419638,0.01233802,0.2144893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002942225,"about_ca_system_score_gemma":0.002522428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02324629,"about_ca_topic_score_gemma":0.03285344,"domain_scores_codex":[0.9986963,0.000109092,0.0001264357,0.0001822218,0.0006171538,0.0002688519],"domain_scores_gemma":[0.9970168,0.0008317792,0.0001303595,0.0002505312,0.001208793,0.0005617396],"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":[0.00002602421,0.00001202157,0.00007121015,0.00002639814,0.000001242439,0.00009223657,0.00001136526,0.000007412665,0.00004852259,0.0005211821,0.9962308,0.002951497],"study_design_scores_gemma":[0.00001804032,0.00001163458,0.0004004741,0.00006551744,0.000001637079,0.00002312364,0.00004000317,0.00002374822,0.00005581926,0.0004456947,0.9989065,0.000007778254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008305847,0.001211852,0.0005680706,0.3909522,0.2799374,0.0005951515,0.005164003,0.002203136,0.3185376],"genre_scores_gemma":[0.002301548,0.000500667,0.0002216072,0.4556248,0.02966451,0.0003322379,0.001087766,0.0004476294,0.5098191],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2796061,"threshold_uncertainty_score":0.9353756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047067822239207,"score_gpt":0.3077333995257722,"score_spread":0.2030266173018514,"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."}}