{"id":"W4255958368","doi":"10.5194/essd-2021-54-ac2","title":"Reply on RC2","year":2021,"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":"Université Laval","funders":"Institut Polaire Français Paul Emile Victor; Fondation BNP Paribas; Natural Sciences and Engineering Research Council of Canada; European Commission; BNP Paribas Cardif; Environment and Climate Change Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; University of Warwick","keywords":"Snow; Tundra; Shortwave radiation; Permafrost; Environmental science; Arctic; Snowmelt; Atmospheric sciences; Shortwave; Downwelling; Climatology; Cryosphere; Geology; Meteorology; Sea ice; Upwelling; Radiative transfer; Geography; Radiation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002554026,0.001149261,0.001099879,0.001197166,0.002934865,0.004594358,0.003211971,0.02243066,0.1953268],"category_scores_gemma":[0.02181988,0.0005650164,0.00155433,0.001073814,0.002147435,0.00378577,0.002493193,0.01836957,0.172837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003625783,"about_ca_system_score_gemma":0.003312761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007803558,"about_ca_topic_score_gemma":0.00839749,"domain_scores_codex":[0.9974452,0.0003985846,0.0002656213,0.0005193099,0.0009833722,0.0003879398],"domain_scores_gemma":[0.9943907,0.001492803,0.0002073466,0.000514226,0.002562115,0.0008327998],"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":[0.00001010605,0.000004370389,0.00003013783,0.00001595212,0.000001419454,0.00004483321,0.000007747701,0.000004716381,0.00002135743,0.0003312732,0.9968271,0.002700966],"study_design_scores_gemma":[0.000008091284,0.000005740852,0.0001493189,0.00003789805,0.000001744512,0.00003465904,0.00003667552,0.0000147654,0.00004177382,0.0003318032,0.9993315,0.000006114137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000254547,0.002135744,0.0003115993,0.6049732,0.3278284,0.0001748582,0.0008797284,0.0006160564,0.06282594],"genre_scores_gemma":[0.002260419,0.001281244,0.0002760683,0.6679219,0.09557131,0.0002719915,0.0003582205,0.0003266275,0.2317323],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1953268,"threshold_uncertainty_score":0.6534334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09371840591868015,"score_gpt":0.3002725481816139,"score_spread":0.2065541422629338,"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."}}