{"id":"W4318580244","doi":"10.1007/s00382-022-06637-y","title":"Evaluation of the convection-permitting regional climate model CNRM-AROME41t1 over Northwestern Europe","year":2023,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Climate variability and models","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"H2020 Societal Challenges; Agence Nationale de la Recherche","keywords":"Environmental science; Climatology; Precipitation; Orography; Climate model; Climate change; Meteorology; Geography; Geology","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":[0.002587137,0.0001750738,0.0001821283,0.00004830648,0.0003190184,0.00003264261,0.000333608,0.00009430257,0.0002397147],"category_scores_gemma":[0.0001156702,0.0001425089,0.0001254806,0.0006514708,0.0002455878,0.0002555129,0.0005920639,0.0001657361,0.000196475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003447736,"about_ca_system_score_gemma":0.0000438322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508382,"about_ca_topic_score_gemma":0.001065341,"domain_scores_codex":[0.9975605,0.0001987335,0.0004346253,0.0004052312,0.0009549656,0.0004459522],"domain_scores_gemma":[0.9989505,0.0001101551,0.0002353838,0.0005495879,0.00008985011,0.00006449353],"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":[0.00002091973,0.00008312865,0.145842,0.00005002374,0.00001436906,8.638669e-7,0.0006701929,0.8479869,0.001664231,0.001641359,0.0001011845,0.001924772],"study_design_scores_gemma":[0.0003186247,0.00001450448,0.1196741,0.00002942137,0.00008339761,0.000004622948,0.0001123799,0.8776106,0.00002109029,0.001937626,0.00005419099,0.000139468],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992634,0.000004820771,0.0002351167,0.0002795452,0.000288537,0.0003680375,0.0002352254,0.0001036913,0.005851002],"genre_scores_gemma":[0.9991964,0.0001881969,0.0001111435,0.0001647729,0.00002242021,0.00003229486,0.0001162678,0.00003256746,0.0001359192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962368,"threshold_uncertainty_score":0.5811343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04644916268306584,"score_gpt":0.2841100080311998,"score_spread":0.2376608453481339,"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."}}