{"id":"W4321489606","doi":"10.5194/egusphere-egu23-5185","title":"Linking future Gulf Stream warming and increased European winter precipitation in an eddy-rich model","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Climatology; Environmental science; Extratropical cyclone; Climate model; Atmosphere (unit); Precipitation; Mesoscale meteorology; Gulf Stream; Climate change; Predictability; Ocean current; Abrupt climate change; Global warming; Oceanography; Effects of global warming; Meteorology; Geology; 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":[0.0005869953,0.0006773766,0.0004252627,0.0003069973,0.0004026122,0.0009595517,0.0008135418,0.00102816,0.001378682],"category_scores_gemma":[0.0009243446,0.0002809423,0.0007053515,0.0004552083,0.0004183289,0.0007123103,0.000559681,0.0006822034,0.0001232089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009927687,"about_ca_system_score_gemma":0.0007873864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03782249,"about_ca_topic_score_gemma":0.02322973,"domain_scores_codex":[0.9998811,0.00005082821,0.000007071725,0.00003208411,0.000008655687,0.00002013644],"domain_scores_gemma":[0.9997399,0.0001035142,0.00003589044,0.00003350542,0.00004042705,0.00004678345],"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":[0.0001056787,0.00004855597,0.01063542,0.00001575302,0.00006441184,0.00006100077,0.00002472289,0.9861186,0.0006306955,0.0009886863,0.0004110672,0.0008955117],"study_design_scores_gemma":[0.0001141061,0.00004637813,0.006483474,0.000006911076,0.00003252394,0.00001328794,0.00002655922,0.9919446,0.0003626325,0.000588405,0.0003654138,0.00001558224],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944996,0.00006154058,0.001530432,0.0002903393,0.00002322804,0.00001092769,0.001244865,0.0000943367,0.002244689],"genre_scores_gemma":[0.9967811,0.00006468763,0.001483593,0.00006858404,0.0000145276,0.00002059329,0.001077537,0.00002450376,0.0004648439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03782249,"threshold_uncertainty_score":0.07520467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671343785419733,"score_gpt":0.2698781236776287,"score_spread":0.2331646858234314,"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."}}