{"id":"W4235862215","doi":"10.5194/essd-2021-54-ac1","title":"Reply on RC1","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; Arctic; Environmental science; Snowmelt; Atmospheric sciences; Shortwave; Cryosphere; Downwelling; Climatology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003234638,0.001197806,0.001273962,0.001326203,0.003323996,0.004853588,0.003782929,0.02845574,0.17075],"category_scores_gemma":[0.02814179,0.0006699271,0.001714739,0.001230326,0.002570135,0.004254405,0.002785452,0.0227166,0.1549045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004334565,"about_ca_system_score_gemma":0.004096796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008734717,"about_ca_topic_score_gemma":0.009172274,"domain_scores_codex":[0.9968171,0.0005296001,0.0003530265,0.0006376899,0.001168208,0.0004944846],"domain_scores_gemma":[0.9923746,0.002188729,0.00029038,0.0006304329,0.003461506,0.001054394],"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":[0.000008685875,0.000003837894,0.0000290938,0.00001686087,0.000001368395,0.00004202721,0.000009073554,0.000004093478,0.00001771873,0.0003068697,0.997205,0.002355363],"study_design_scores_gemma":[0.000009063071,0.00000655496,0.0001746512,0.00005106778,0.000002054872,0.00004181009,0.00004648546,0.00001447392,0.00004115588,0.0003809774,0.9992239,0.000007796035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002013615,0.002113073,0.0002356171,0.6977822,0.2555289,0.0001422447,0.0006814616,0.0004647301,0.04285044],"genre_scores_gemma":[0.001806204,0.001189072,0.0002288203,0.7755815,0.07748441,0.0002370187,0.0002813239,0.0002326557,0.1429591],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.82925,"threshold_uncertainty_score":0.5712155,"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."}}