{"id":"W4210271336","doi":"10.1016/j.wace.2022.100417","title":"Non-uniform changes in different daily precipitation events in the contiguous United States","year":2022,"lang":"en","type":"article","venue":"Weather and Climate Extremes","topic":"Climate variability and models","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Institute for Climate Solutions; University of Victoria","funders":"National Key Research and Development Program of China; Asia-Pacific Network for Global Change Research","keywords":"Precipitation; Environmental science; Climatology; Period (music); Intensity (physics); Climate change; Atmospheric sciences; Physical geography; Geography; Geology; Meteorology; Oceanography","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":[0.0004999118,0.0001848378,0.0002490225,0.001191972,0.0003186129,0.000563395,0.0002281625,0.0001707596,0.0004791458],"category_scores_gemma":[0.001763999,0.0001305223,0.0002282789,0.002246908,0.0002496154,0.0003892718,0.0005837982,0.0002089781,0.00009177099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004641803,"about_ca_system_score_gemma":0.0003581953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09065886,"about_ca_topic_score_gemma":0.1577575,"domain_scores_codex":[0.9996027,0.00009053862,0.00005295964,0.0001313336,0.00006597185,0.00005649128],"domain_scores_gemma":[0.9989661,0.0001736026,0.0004061856,0.0001064313,0.0002533449,0.00009434092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002792732,0.00001354062,0.9958416,0.00001171693,0.00007406416,0.00003783968,0.0001241589,0.0003495885,0.0003164657,0.00003789518,0.0003099365,0.002855236],"study_design_scores_gemma":[5.899932e-7,0.00000351014,0.9992965,0.000002657686,0.000006229855,0.00001164146,0.00009168668,0.0003091597,0.00003059274,0.000008832255,0.0002373432,0.00000121448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997358,0.0002027339,0.0002200488,0.00004702795,0.000009012881,0.000005640586,0.00147354,0.0000169202,0.0006671562],"genre_scores_gemma":[0.9969512,0.0001046281,0.0002004592,0.00002493107,0.00001094781,0.00001123448,0.002585162,0.000004208331,0.000107179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09065886,"threshold_uncertainty_score":0.1802623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006069904758273,"score_gpt":0.2399216088508815,"score_spread":0.2198609098032988,"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."}}