{"id":"W4387376222","doi":"10.5194/gmd-2023-193","title":"Global variable-resolution simulations of extreme precipitation over Henan, China in 2021","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Shenzhen Science and Technology Innovation Program; Southern University of Science and Technology; European Centre for Medium-Range Weather Forecasts; National Natural Science Foundation of China","keywords":"Mesoscale meteorology; Precipitation; Meteorology; Suite; Climatology; Environmental science; Climate model; Convection; Geology; Climate change; Geography","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":[0.0004614528,0.0005786546,0.0004837711,0.0004209039,0.0006067331,0.0006537383,0.0009726806,0.0009131043,0.001430553],"category_scores_gemma":[0.0008699437,0.0002796894,0.0005292257,0.0006482222,0.0005053935,0.0004996262,0.0005062203,0.0006152233,0.0001102242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390359,"about_ca_system_score_gemma":0.001282016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1195329,"about_ca_topic_score_gemma":0.07131777,"domain_scores_codex":[0.999873,0.00003400131,0.000005773907,0.0000229734,0.00002010855,0.00004412472],"domain_scores_gemma":[0.9996775,0.0001061538,0.00002933594,0.00002543006,0.00009531822,0.0000662934],"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":[0.00009049769,0.0001081132,0.01450439,0.00002386311,0.00005077008,0.0001684907,0.00004083959,0.9810158,0.0008983943,0.0005059091,0.000789787,0.001803197],"study_design_scores_gemma":[0.00005105878,0.00003064726,0.008724576,0.000005158347,0.00001235687,0.000008754534,0.00005682611,0.9902235,0.0003017942,0.0001691003,0.0004057964,0.00001045658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953851,0.00009198592,0.0008987662,0.0002175585,0.00002510952,0.0000195777,0.0006901866,0.0001017093,0.002569872],"genre_scores_gemma":[0.9979188,0.0000384009,0.0007781001,0.00003453381,0.000004646294,0.00001639078,0.0008366406,0.00001358861,0.000358876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195329,"threshold_uncertainty_score":0.2376743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05878520050044159,"score_gpt":0.2728012229613579,"score_spread":0.2140160224609164,"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."}}