{"id":"W4387709065","doi":"10.1134/s0001433823130078","title":"Ice Balance in the Arctic Ocean in 1979–2019 (Based on Modeling Data)","year":2023,"lang":"en","type":"article","venue":"Izvestiya Atmospheric and Oceanic Physics","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic ice pack; Sea ice; Climatology; Drift ice; Sea ice thickness; Antarctic sea ice; Oceanography; Ice sheet; Current (fluid); Geology; Fast ice; Cryosphere; Lead (geology); Arctic; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007612435,0.0004697453,0.0003811818,0.0006566134,0.0003465131,0.0005045466,0.0002992324,0.0003897493,0.0005722157],"category_scores_gemma":[0.001019536,0.0001354748,0.0007236173,0.0007242696,0.0002511006,0.0004389704,0.0002670675,0.0002786363,0.0002279292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111135,"about_ca_system_score_gemma":0.0004846453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802345,"about_ca_topic_score_gemma":0.0219411,"domain_scores_codex":[0.9997378,0.00004971776,0.00003244837,0.000076654,0.00006147145,0.00004187566],"domain_scores_gemma":[0.9995732,0.0001285026,0.0001010055,0.0000480199,0.0001130704,0.00003615728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001424295,0.0006730722,0.5189716,0.0001926379,0.0004957868,0.0005269389,0.000166088,0.4486178,0.01253929,0.0005148192,0.001836657,0.01404092],"study_design_scores_gemma":[0.0001395511,0.0005181642,0.6242403,0.00003368978,0.0001615084,0.0001615554,0.0002048644,0.3602468,0.01185182,0.0002259332,0.002157659,0.00005801741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978398,0.000058394,0.0002039745,0.00002122591,0.00001240657,0.000006250395,0.001289237,0.00002493291,0.0005437889],"genre_scores_gemma":[0.9972052,0.00003631555,0.0002546615,0.00000621817,0.000007453496,0.00001323278,0.002381895,0.000004487908,0.00009045532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02802345,"threshold_uncertainty_score":0.05572069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224249777362478,"score_gpt":0.227309513783663,"score_spread":0.2048845360474152,"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."}}