{"id":"W4378951555","doi":"10.1029/2022jd038249","title":"Interhemispheric Coupling Study by Observations and Modelling (ICSOM): Concept, Campaigns, and Initial Results","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Saskatchewan","funders":"Core Research for Evolutional Science and Technology; Japan Society for the Promotion of Science; Natural Environment Research Council; Sight Research UK","keywords":"Stratosphere; Mesosphere; Data assimilation; Atmosphere (unit); Polar vortex; Climatology; Thermosphere; Environmental science; Northern Hemisphere; Gravity wave; Atmospheric sciences; Sudden stratospheric warming; Climate model; Meteorology; Geology; Climate change; Gravitational wave; Physics; Geophysics; Ionosphere; Astronomy; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002128791,0.001145546,0.0004021587,0.000503618,0.0004237985,0.0007168797,0.0007013097,0.0005046793,0.0006672948],"category_scores_gemma":[0.0010656,0.0002235653,0.0006648467,0.000665415,0.0003365773,0.001033511,0.0008189221,0.0004999916,0.0001176824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006049829,"about_ca_system_score_gemma":0.001044889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02660137,"about_ca_topic_score_gemma":0.01027458,"domain_scores_codex":[0.9993818,0.0002474055,0.00002418753,0.0001120665,0.0001355453,0.00009900678],"domain_scores_gemma":[0.9993067,0.0001232351,0.00007223701,0.0001589706,0.000172297,0.0001666531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001614734,0.004006314,0.5331296,0.0005407219,0.0007125182,0.0004224561,0.00113303,0.1710203,0.05568569,0.008907055,0.00851846,0.2143091],"study_design_scores_gemma":[0.0004800774,0.00120828,0.4109292,0.00007792786,0.0003227375,0.00008061831,0.0007702956,0.5522263,0.0224652,0.002140076,0.009152832,0.0001463785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618172,0.0008046044,0.02839553,0.0004144234,0.00008213695,0.0005077391,0.003440581,0.0004315122,0.00410626],"genre_scores_gemma":[0.976243,0.000413272,0.01669193,0.00004666951,0.00007921749,0.0002808984,0.005647852,0.00004963823,0.0005475904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02660137,"threshold_uncertainty_score":0.0528931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09141006281854247,"score_gpt":0.3356273555789678,"score_spread":0.2442172927604253,"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."}}