{"id":"W4321112429","doi":"10.5194/egusphere-2022-861-ac3","title":"Reply on RC2","year":2023,"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":"Dalhousie University","funders":"Ocean Frontier Institute; Norges Forskningsråd; Natural Sciences and Engineering Research Council of Canada; European Commission; Office of Polar Programs; Commonwealth Scientific and Industrial Research Organisation; National Science Foundation","keywords":"Sea ice; Arctic ice pack; Biogeochemical cycle; Environmental science; Carbon cycle; Arctic sea ice decline; Seawater; Oceanography; Alkalinity; Arctic; Carbon dioxide; Sea ice thickness; Carbon sink; Atmospheric sciences; Chemistry; Geology; Environmental chemistry; Climate change; Ecology; Ecosystem; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002358445,0.001134515,0.001161612,0.001135367,0.003041261,0.004396254,0.003483163,0.02427791,0.18783],"category_scores_gemma":[0.02299679,0.0006595021,0.001514876,0.0008798996,0.002128993,0.003554773,0.00288162,0.02117651,0.1385909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003699214,"about_ca_system_score_gemma":0.002866588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006943469,"about_ca_topic_score_gemma":0.007987084,"domain_scores_codex":[0.99765,0.0004367232,0.0002379904,0.0004609501,0.0008496043,0.0003647675],"domain_scores_gemma":[0.9943355,0.001814873,0.0002369172,0.0004449797,0.002227796,0.0009398752],"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":[0.00001115055,0.000003509791,0.00002326767,0.00001661914,0.000001436018,0.00006150833,0.000008063498,0.000005002201,0.00002228523,0.0002524982,0.9974777,0.002116897],"study_design_scores_gemma":[0.00001123364,0.000006364137,0.0001407436,0.00004923162,0.000002314283,0.00005704257,0.0000400798,0.00002432939,0.00006030241,0.0003883364,0.9992121,0.000007825716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002094559,0.001988956,0.0002626988,0.6757832,0.2806911,0.0001324601,0.0006471093,0.0005173071,0.03976784],"genre_scores_gemma":[0.00255138,0.001223894,0.0002329477,0.7275828,0.09203055,0.0002132989,0.0002788051,0.0003185331,0.1755677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.18783,"threshold_uncertainty_score":0.628354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03246485639729337,"score_gpt":0.2660709826977661,"score_spread":0.2336061263004728,"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."}}