{"id":"W2021361126","doi":"10.1002/2014ms000316","title":"Some aspects of the problem of secondary eyewall formation in idealized three‐dimensional nonlinear simulations","year":2014,"lang":"en","type":"article","venue":"Journal of Advances in Modeling Earth Systems","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; McGill University","funders":"","keywords":"Eye; Rainband; Boundary layer; Mechanics; Vortex; Spiral (railway); Vorticity; Meteorology; Nonlinear system; Geology; Convection; Tropical cyclone; Physics; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004699339,0.0000810214,0.0003209084,0.000163185,0.00004012206,0.00001459489,0.0002153168,0.00005589652,0.00002602071],"category_scores_gemma":[0.00007547971,0.0000488112,0.00008178006,0.000242485,0.00005396967,0.0006203977,0.00001392636,0.0003085704,0.000001861717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006747837,"about_ca_system_score_gemma":0.00007233826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000664819,"about_ca_topic_score_gemma":0.008152553,"domain_scores_codex":[0.9981061,0.000178044,0.0009174178,0.00008871299,0.0005333866,0.000176339],"domain_scores_gemma":[0.9990662,0.0002439741,0.0003718133,0.0001050059,0.0001564935,0.00005651882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008686574,0.00002280642,0.06197955,0.0001403951,0.000004086077,0.000001721856,0.0000542942,0.9328077,0.0002308778,0.0004901268,8.070235e-7,0.004180803],"study_design_scores_gemma":[0.0006778965,0.0001702038,0.02884007,0.000344219,0.000003680021,0.00001589359,0.00003471202,0.9574826,0.0000856906,0.01204791,0.000241802,0.0000552597],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918619,0.003642089,0.00374264,0.0001024546,0.0002067829,0.0001710292,0.00001915613,0.000002518462,0.0002513927],"genre_scores_gemma":[0.9966174,0.0001095247,0.003107953,0.00001304291,0.0001411861,3.252192e-7,0.000004202479,0.000002393728,0.000003945108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313948,"threshold_uncertainty_score":0.4549316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750640226929501,"score_gpt":0.2582999939181385,"score_spread":0.2407935916488435,"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."}}