{"id":"W2602275069","doi":"10.1002/essoar.10512968.1","title":"Interhemispheric Coupling Study by Observations and Modelling (ICSOM)","year":2022,"lang":"en","type":"article","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Saskatchewan","funders":"","keywords":"Stratosphere; Mesosphere; Data assimilation; Polar vortex; Atmosphere (unit); Gravity wave; Thermosphere; Climatology; Atmospheric sciences; Environmental science; Northern Hemisphere; Climate model; Sudden stratospheric warming; Geology; Meteorology; Gravitational wave; Climate change; Geophysics; Physics; 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":[0.001194587,0.0007131066,0.00037118,0.000595375,0.0002790882,0.0009552267,0.0007606681,0.0004876656,0.0008199454],"category_scores_gemma":[0.001336871,0.0002431519,0.001081707,0.001211287,0.0001721385,0.001211123,0.0008118601,0.0005744001,0.0001216247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005678694,"about_ca_system_score_gemma":0.00140303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04522785,"about_ca_topic_score_gemma":0.01986005,"domain_scores_codex":[0.9994654,0.0001598695,0.0000328726,0.0001410935,0.000128822,0.00007200107],"domain_scores_gemma":[0.9994796,0.0001162431,0.00009834989,0.0001519061,0.00009562846,0.00005836186],"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":[0.0002499735,0.0003421123,0.386553,0.0007034063,0.001519872,0.0002308928,0.0008280938,0.2329233,0.01239035,0.01868123,0.0265567,0.319021],"study_design_scores_gemma":[0.0001125789,0.00009978751,0.2749833,0.0001012519,0.0003181945,0.00007463482,0.0003072561,0.6739995,0.003911199,0.007348837,0.03863427,0.0001090742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7217773,0.007729966,0.2306577,0.002420675,0.0007753363,0.00034514,0.01998487,0.001828245,0.01448078],"genre_scores_gemma":[0.9361932,0.001848015,0.04647973,0.0001534366,0.0002324512,0.0002932952,0.01319824,0.0001651816,0.001436296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04522785,"threshold_uncertainty_score":0.08992922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03702934477843766,"score_gpt":0.2138754606231721,"score_spread":0.1768461158447345,"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."}}