{"id":"W4400364965","doi":"10.5194/ems2024-513","title":"Impact of tropical cyclones over the eastern North Pacific on El Niño–Southern Oscillation intensity","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Tropical cyclone; Intensity (physics); Oscillation (cell signaling); Oceanography; Climatology; African easterly jet; Geography; Geology; Physics; Chemistry; Tropical wave","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":[0.0001537118,0.0002689381,0.0001456506,0.0003104139,0.0002426008,0.0005954221,0.0001065304,0.00014915,0.001946878],"category_scores_gemma":[0.0007442354,0.00009606641,0.0002212417,0.0003061149,0.0001853165,0.000301811,0.0005046767,0.0003519648,0.0001196262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004428234,"about_ca_system_score_gemma":0.0004968167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03349889,"about_ca_topic_score_gemma":0.06246305,"domain_scores_codex":[0.9998815,0.00001900476,0.000007498337,0.0000201101,0.00003242504,0.00003944248],"domain_scores_gemma":[0.9995123,0.00009076747,0.0001500267,0.00001765641,0.0001019251,0.0001274345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000204937,0.00009954342,0.9664197,0.000069063,0.000192846,0.0007450873,0.0001802382,0.006352481,0.003722644,0.0003517267,0.002198646,0.01946314],"study_design_scores_gemma":[0.000009479078,0.00003536798,0.9948425,0.00001271281,0.00004590657,0.00004834797,0.0003103658,0.003439337,0.0002592481,0.00006931124,0.0009208266,0.000006750207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959518,0.00021696,0.00006370942,0.0001719934,0.00002333706,0.000003946265,0.0003174604,0.00001295659,0.003237962],"genre_scores_gemma":[0.9990516,0.0002769276,0.00002711106,0.00003403824,0.00001789855,0.000002324125,0.00018729,0.000003633326,0.0003992537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03349889,"threshold_uncertainty_score":0.06660777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04535878578130494,"score_gpt":0.2971615056828739,"score_spread":0.2518027199015689,"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."}}