{"id":"W4214671115","doi":"10.5194/wcd-2021-80-ac1","title":"Author comments on wcd-2021-80","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Belgian Federal Science Policy Office; Fonds De La Recherche Scientifique - FNRS; European Commission","keywords":"Sea ice; Arctic; Climatology; Precipitation; Arctic sea ice decline; Environmental science; Arctic ice pack; Climate change; Surface air temperature; Percentile; Atmosphere (unit); The arctic; Atmospheric sciences; Oceanography; Geography; Meteorology; Geology; Antarctic sea ice; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002340579,0.0007228646,0.0008422189,0.001781136,0.001364318,0.003840622,0.001664423,0.005160904,0.6371133],"category_scores_gemma":[0.01898828,0.0003271377,0.0007861669,0.002163894,0.0004136661,0.001840791,0.001594153,0.003761731,0.4223214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002909514,"about_ca_system_score_gemma":0.003382025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890702,"about_ca_topic_score_gemma":0.02748886,"domain_scores_codex":[0.9982637,0.0001936223,0.0001719654,0.0002310561,0.0009291312,0.000210592],"domain_scores_gemma":[0.9915413,0.001325711,0.0002417465,0.000433314,0.00554836,0.0009096065],"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":[0.00001359061,0.000003625486,0.00002499478,0.00001610669,4.777204e-7,0.000008270306,0.000002866169,0.00001066535,0.00001350186,0.0001979397,0.9968417,0.002866321],"study_design_scores_gemma":[0.000008142893,0.00000369982,0.0001603166,0.00003243952,7.463312e-7,0.00000488436,0.00001817178,0.00003506026,0.00003288727,0.0001297906,0.9995698,0.000004018719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0004789272,0.001443498,0.001341133,0.1497485,0.2727824,0.0009905976,0.04479026,0.002633269,0.5257913],"genre_scores_gemma":[0.002412585,0.0007381428,0.0006303643,0.03338061,0.01088039,0.0003589751,0.009864785,0.001020103,0.9407141],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3628867,"threshold_uncertainty_score":0.5176139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468681921241443,"score_gpt":0.2820309189728393,"score_spread":0.2473440997604249,"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."}}