{"id":"W4301367391","doi":"10.1063/5.0093732","title":"Dynamical footprints of hurricanes in the tropical dynamics","year":2023,"lang":"en","type":"article","venue":"Chaos An Interdisciplinary Journal of Nonlinear Science","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"Institut national des sciences de l'Univers; Horizon 2020 Framework Programme; Agence Nationale de la Recherche","keywords":"Tropical cyclone; Dynamics (music); Environmental science; Climatology; Oceanography; Meteorology; Geography; Geology; Physics","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":[0.0009311646,0.0001177133,0.000268727,0.0004226397,0.00023207,0.0000804445,0.001662083,0.00005562792,0.0001632965],"category_scores_gemma":[0.0002018135,0.00006557476,0.0001111135,0.002105204,0.001124058,0.0004219179,0.0001815814,0.0004974796,0.00004910416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002206228,"about_ca_system_score_gemma":0.0001664442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170022,"about_ca_topic_score_gemma":0.001715345,"domain_scores_codex":[0.9975917,0.0001507159,0.0005759695,0.0002292707,0.001007009,0.0004453865],"domain_scores_gemma":[0.9989277,0.0002216906,0.0001594134,0.0002553417,0.0002082985,0.0002275426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002748975,0.0002682559,0.9213021,0.00003845838,0.00001023641,0.0004317698,0.001540438,0.002269132,0.0005551114,0.001077094,0.00005626039,0.07217627],"study_design_scores_gemma":[0.0001931391,0.0009297743,0.8344938,0.00003082562,0.000003737492,0.0001513296,0.001925685,0.1599019,0.00003235565,0.002225463,0.00003976655,0.00007227658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964406,0.00003716156,0.0002818147,0.002339664,0.0002947812,0.00008556506,0.00002129921,0.000008992854,0.0004901234],"genre_scores_gemma":[0.9987327,0.00002911088,0.0009730893,0.00003754593,0.0002023599,4.319503e-7,0.000007378032,0.00000291631,0.00001444156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1576327,"threshold_uncertainty_score":0.414164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856965524562764,"score_gpt":0.338721877861057,"score_spread":0.3101522226154294,"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."}}