{"id":"W3198903544","doi":"10.1175/bams-d-20-0312.1","title":"A Hyperactive End to the Atlantic Hurricane Season October–November 2020","year":2021,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"Office of Naval Research; G. Unger Vetlesen Foundation; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Atlantic hurricane; Tropical cyclone; Storm; Climatology; Tropical cyclone scales; Geography; Wind shear; Longitude; Environmental science; Oceanography; Meteorology; Wind speed; Geology; Cyclone (programming language); Latitude","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002789492,0.0001753398,0.0003859425,0.000006135618,0.000293048,0.00005004535,0.0007093394,0.00006225806,0.01246609],"category_scores_gemma":[0.0006549353,0.00008049367,0.0004592808,0.0007164117,0.0008121556,0.00001500659,0.0002038971,0.0005062717,0.0005734685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000112548,"about_ca_system_score_gemma":0.0000503054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049618,"about_ca_topic_score_gemma":0.001149742,"domain_scores_codex":[0.9975969,0.0005876046,0.0002470781,0.0004193708,0.0006298628,0.0005191818],"domain_scores_gemma":[0.9980437,0.001066464,0.0001299044,0.0004224249,0.0001034002,0.0002341531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003048044,0.0001599424,0.8714468,0.00001720379,0.0001700482,0.00003474183,0.000175881,0.0009602201,0.001578796,0.0001945946,0.06486822,0.06008878],"study_design_scores_gemma":[0.0001150926,0.0002650009,0.760412,0.000004733499,0.0000244303,0.00002080998,0.0002822792,0.0001512896,0.0001978719,0.0001833362,0.2382358,0.0001072913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926327,0.0002944358,0.00007648524,0.07120284,0.0001043713,0.0001965204,0.00004825515,0.00002347276,0.001726596],"genre_scores_gemma":[0.9841109,0.0001738452,0.003034166,0.01192233,0.0002075614,0.000006013544,0.00001183225,0.000004519114,0.000528821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1733676,"threshold_uncertainty_score":0.996093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01270453881561397,"score_gpt":0.2367041093550811,"score_spread":0.2239995705394671,"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."}}