{"id":"W4282914072","doi":"10.5194/acp-2022-280-rc1","title":"Comment on acp-2022-280","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de la Défense Nationale; European Commission","keywords":"Arctic; Arctic geoengineering; Environmental science; Snow; Arctic sea ice decline; Sea ice; Atmospheric sciences; Climatology; Forcing (mathematics); Arctic ice pack; Physical geography; Oceanography; Drift ice; Geography; Geology; Meteorology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00250477,0.001226873,0.001255306,0.001103497,0.003024167,0.004600802,0.003068016,0.03691718,0.1147516],"category_scores_gemma":[0.01461826,0.0005636775,0.001740507,0.001965814,0.002026303,0.002717641,0.001720767,0.01875315,0.1220392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004201079,"about_ca_system_score_gemma":0.005727713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03684309,"about_ca_topic_score_gemma":0.03613866,"domain_scores_codex":[0.9976987,0.0001742633,0.0002271361,0.0003317049,0.001097472,0.0004706872],"domain_scores_gemma":[0.9949156,0.001308614,0.0002406838,0.0004364792,0.002210927,0.0008878204],"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":[0.00003109908,0.00001568815,0.0001065266,0.00004402289,0.00000248223,0.0001452159,0.00001016863,0.00001850553,0.00005837722,0.0005416746,0.9960064,0.003019892],"study_design_scores_gemma":[0.00002415612,0.0000126769,0.0007549228,0.00009241973,0.000003104615,0.00004723062,0.00003440698,0.00004952064,0.00006407934,0.0005409092,0.9983622,0.00001440448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008160818,0.002287943,0.000612367,0.4323723,0.3587305,0.0007213864,0.006878373,0.001753352,0.1958276],"genre_scores_gemma":[0.003257445,0.00126736,0.000510222,0.6524512,0.07210352,0.0008474584,0.001982006,0.0003789506,0.2672019],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1147516,"threshold_uncertainty_score":0.3838825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02866503182805777,"score_gpt":0.256211485572556,"score_spread":0.2275464537444983,"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."}}