{"id":"W4285306235","doi":"10.5670/oceanog.2022.124","title":"Air-Ice-Ocean Interactions and the Delay of Autumn Freeze-Up in the Western Arctic Ocean","year":2022,"lang":"en","type":"article","venue":"Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research; Nuclear Safety and Security Commission; National Aeronautics and Space Administration; National Science Foundation","keywords":"Arctic; Sea ice; Arctic ice pack; Arctic sea ice decline; Drift ice; Oceanography; Climatology; Environmental science; Lead (geology); Pelagic zone; Geology; Canada Basin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008185403,0.000136906,0.0001827338,0.000172083,0.0005108998,0.00003619813,0.0004589434,0.00002237211,0.0002915227],"category_scores_gemma":[0.00002124996,0.00008082368,0.0001330664,0.0006517891,0.000434836,0.0001639978,0.00005656137,0.0004421195,0.000004922286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000464874,"about_ca_system_score_gemma":0.00002602755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001558276,"about_ca_topic_score_gemma":0.0008461443,"domain_scores_codex":[0.9985821,0.0003392186,0.0002813827,0.0002052243,0.0003396503,0.0002524636],"domain_scores_gemma":[0.9988747,0.0006364904,0.0001351461,0.0002811952,0.00002511991,0.00004730025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001193603,0.00003307013,0.9897097,0.00001737232,0.0000345832,0.000009797592,0.006153494,0.0006907923,3.51733e-7,0.0006048839,0.001158441,0.001468178],"study_design_scores_gemma":[0.00142186,0.0002163286,0.941304,0.00002882351,0.00008054282,0.000276265,0.01608835,0.006466971,0.00000150475,0.003687487,0.03019304,0.0002348594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994667,0.0003708228,0.0000726778,0.002558924,0.0003913408,0.0002418766,0.0001041278,0.00001749809,0.001575754],"genre_scores_gemma":[0.9978864,0.0001563258,0.00007997447,0.001614637,0.00004528432,0.000001335355,0.00006053811,0.000004764143,0.0001507329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04840571,"threshold_uncertainty_score":0.392948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008187691588350785,"score_gpt":0.2046825536878316,"score_spread":0.1964948620994809,"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."}}