{"id":"W4404439909","doi":"10.1029/2024jd042002","title":"Propagations From Extreme Integrated Vapor Transport to Extreme Precipitation Events in North America","year":2024,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Climate variability and models","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Science and Technology Department; National Natural Science Foundation of China","keywords":"Precipitation; Environmental science; Extreme environment; Extreme heat; Climatology; Atmospheric sciences; Meteorology; Oceanography; Geology; Geography; Climate change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001359801,0.00009751016,0.00008007739,0.0006000953,0.0001759944,0.0003045648,0.0001211455,0.0001116178,0.0007060102],"category_scores_gemma":[0.0006390163,0.00009099613,0.0000878003,0.0008448742,0.0001163162,0.0003108007,0.0002779401,0.0001103667,0.0000466659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003505759,"about_ca_system_score_gemma":0.0002396741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04932986,"about_ca_topic_score_gemma":0.06452174,"domain_scores_codex":[0.9999346,0.00001033875,0.000004146035,0.00002237633,0.00001446257,0.00001410696],"domain_scores_gemma":[0.9996535,0.00005810664,0.0001546311,0.00001891509,0.00008277819,0.00003204043],"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":[0.00004730109,0.00001629589,0.9737875,0.00001657735,0.00006680206,0.0001844599,0.000215362,0.01241452,0.001459882,0.0002804456,0.0007134209,0.01079736],"study_design_scores_gemma":[0.0000024145,0.0000127432,0.976348,0.000004253038,0.00001169538,0.0000501602,0.0002139517,0.02239035,0.0001786597,0.0002223682,0.0005608568,0.00000463606],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980889,0.00005530002,0.0006137768,0.00003835869,0.000002833261,0.000005527179,0.000478032,0.00001498274,0.0007022595],"genre_scores_gemma":[0.9991743,0.00004002523,0.000204003,0.000004119162,0.00000253601,0.000004323124,0.0004202582,0.000001655475,0.00014874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9506701,"threshold_uncertainty_score":0.09808546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06579104219873318,"score_gpt":0.321870687639033,"score_spread":0.2560796454402998,"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."}}