{"id":"W3171613098","doi":"10.5194/egusphere-egu21-9431","title":"Climate change effects on sub-daily extreme precipitation over Europe and the role of natural variability","year":2021,"lang":"en","type":"article","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Animal science; Environmental science; Biology; Meteorology; Physics","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":[0.0007442161,0.0003159248,0.0002589481,0.0004783285,0.0002401643,0.0007782717,0.0004118226,0.000377637,0.0005408685],"category_scores_gemma":[0.001168175,0.0001029445,0.0006887928,0.0009902144,0.0003266045,0.00033474,0.0004747201,0.0002553989,0.00009789718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122839,"about_ca_system_score_gemma":0.0007598911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2798589,"about_ca_topic_score_gemma":0.2111212,"domain_scores_codex":[0.9997434,0.00004782076,0.00001524027,0.00008884509,0.00005089251,0.00005374731],"domain_scores_gemma":[0.9996569,0.00007958247,0.00006114556,0.0000562477,0.0001014249,0.00004468064],"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":[0.0003771955,0.00006054945,0.6732959,0.00007019393,0.0007097723,0.0003677166,0.0001417935,0.2979615,0.002695325,0.001923575,0.002897197,0.01949922],"study_design_scores_gemma":[0.00002152077,0.00002820068,0.9200882,0.00001863075,0.00007904915,0.00007434562,0.0001082783,0.07490207,0.0007146991,0.0003917782,0.003541376,0.00003189081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935322,0.00039224,0.0009672334,0.0001605717,0.00002063472,0.000006493357,0.002732259,0.00005162641,0.002136688],"genre_scores_gemma":[0.9967768,0.0002127826,0.0003336741,0.0000230089,0.000008203933,0.000003965567,0.002402669,0.00001196615,0.000227089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2798589,"threshold_uncertainty_score":0.55646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452981011320366,"score_gpt":0.2198460414746433,"score_spread":0.2053162313614397,"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."}}