{"id":"W4415207461","doi":"10.1175/jcli-d-25-0222.1","title":"Less Intense Daily Precipitation Maxima in Regional Compared to Global Gridded Products","year":2025,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Institute for Climate Solutions; University of Victoria","funders":"Marsden Fund; Australian Research Council; HORIZON EUROPE Framework Programme; Korea Meteorological Administration","keywords":"Precipitation; Climate model; Climate change; Global change; General Circulation Model; Mean radiant temperature; Magnitude (astronomy); Climate Forecast System","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":[],"consensus_categories":[],"category_scores_codex":[0.0008982728,0.00008707547,0.0002306708,0.0002614685,0.00005613149,0.00006633314,0.0001898091,0.00002899646,0.0000837983],"category_scores_gemma":[0.0002035202,0.00007056392,0.00006792293,0.0007450843,0.00002194336,0.0002901613,0.000008755227,0.0001020541,0.00003420859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002451583,"about_ca_system_score_gemma":0.0001008084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009177066,"about_ca_topic_score_gemma":0.001422,"domain_scores_codex":[0.998724,0.0001166479,0.0004980958,0.0001278249,0.0003500153,0.0001833626],"domain_scores_gemma":[0.9991913,0.00006494259,0.0002262711,0.00008622035,0.0003552678,0.00007601321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005961893,0.00003627171,0.9513658,0.00003932098,0.00005272571,0.00002145295,0.000431977,0.007255923,0.0002225308,0.0001141579,0.004330617,0.03553305],"study_design_scores_gemma":[0.0006072979,0.00006613648,0.9941385,0.0001611977,0.00003669836,0.00001108909,0.001020528,0.00144369,0.00007472232,0.00117029,0.001188097,0.00008179532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913549,0.000391191,0.0002042308,0.004838428,0.0004664451,0.00009450309,0.00001772956,0.000007431118,0.002625157],"genre_scores_gemma":[0.9972736,0.0001467027,0.001855204,0.0005620894,0.00008244805,4.438722e-7,0.00002275922,0.000001117468,0.00005564418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04277267,"threshold_uncertainty_score":0.2877513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078231330515986,"score_gpt":0.2786375102036786,"score_spread":0.2378551968985187,"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."}}