{"id":"W4308506998","doi":"10.5194/egusphere-2022-861-rc1","title":"Comment on egusphere-2022-861","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography; 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; Carbon cycle; Alkalinity; Seawater; Environmental science; Oceanography; Arctic sea ice decline; Arctic; Sea ice thickness; Carbon dioxide; Carbon sink; Total inorganic carbon; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001881416,0.0009543352,0.001000614,0.001287932,0.002606473,0.003647624,0.002355746,0.01929486,0.3700651],"category_scores_gemma":[0.009765461,0.0005298632,0.001414736,0.001552384,0.001316979,0.002456553,0.002376722,0.009857183,0.2512354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002941417,"about_ca_system_score_gemma":0.002690552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02407908,"about_ca_topic_score_gemma":0.03102816,"domain_scores_codex":[0.9985998,0.00009718726,0.000117471,0.000155584,0.0007324206,0.0002974966],"domain_scores_gemma":[0.9963979,0.0008318687,0.0001710985,0.0003091561,0.001642255,0.0006477531],"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":[0.00003099462,0.00001035754,0.00004753557,0.00003838257,0.000001344727,0.00005485135,0.00000600869,0.00000863441,0.00005539449,0.0003604865,0.9963757,0.003010138],"study_design_scores_gemma":[0.00002469573,0.00001029983,0.0004227853,0.00007118345,0.000001795742,0.00001498158,0.00002289866,0.00002773012,0.00008308391,0.0003408121,0.9989715,0.000008322779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0007095361,0.001297836,0.0006765484,0.2980626,0.3871548,0.0006927666,0.0130744,0.00351212,0.2948193],"genre_scores_gemma":[0.003293243,0.0008405165,0.0004527734,0.3729054,0.05024504,0.0004527005,0.003787842,0.001100366,0.5669222],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3700651,"threshold_uncertainty_score":0.8985257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296343350675648,"score_gpt":0.239567756891151,"score_spread":0.2266043233843945,"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."}}