{"id":"W4295152064","doi":"10.5194/egusphere-2022-710-rc1","title":"Comment on egusphere-2022-710","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":"University of Manitoba; Fisheries and Oceans Canada; University of Victoria; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network; Polar Knowledge Canada; University of Calgary","keywords":"Arctic; Bay; Sea ice; Archipelago; Environmental science; Oceanography; Arctic sea ice decline; Arctic geoengineering; Climatology; Sink (geography); Arctic dipole anomaly; Arctic ice pack; The arctic; Geology; Geography; Drift ice","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":[],"consensus_categories":[],"category_scores_codex":[0.002810724,0.0009719196,0.0008983227,0.001011308,0.00293242,0.003734455,0.002621566,0.0336611,0.07188539],"category_scores_gemma":[0.01041387,0.0004788346,0.00168495,0.00130798,0.0018731,0.00285824,0.002441713,0.01769872,0.04261193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003976802,"about_ca_system_score_gemma":0.00617349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05284317,"about_ca_topic_score_gemma":0.0646409,"domain_scores_codex":[0.998102,0.0001295563,0.0001638304,0.0002164899,0.0009114401,0.0004766793],"domain_scores_gemma":[0.9964681,0.0008450226,0.0001743021,0.0002802232,0.001418566,0.0008138019],"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":[0.0000352903,0.00001265796,0.0001847934,0.00004967811,0.000003515562,0.0001764302,0.00001947178,0.00001482562,0.00009845923,0.0007419675,0.995568,0.003094847],"study_design_scores_gemma":[0.00002065433,0.00001264583,0.001069721,0.00007684743,0.000004648569,0.00003822764,0.0000566107,0.00002973129,0.00009489417,0.0005391473,0.9980409,0.00001603422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009826131,0.002789473,0.0005326833,0.5337614,0.3560989,0.0003877344,0.007222369,0.001121379,0.09710349],"genre_scores_gemma":[0.003446094,0.001017751,0.0003290395,0.8174629,0.04962771,0.0003046483,0.001890227,0.0002332406,0.1256885],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07188539,"threshold_uncertainty_score":0.2404806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01274328959714901,"score_gpt":0.2394114243598417,"score_spread":0.2266681347626927,"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."}}