{"id":"W4239491213","doi":"10.5194/ems2021-15","title":"Impact of the radiative forcing on the winter North Atlantic-European atmospheric circulation ","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiative forcing; Climatology; Forcing (mathematics); Atmospheric sciences; Anticyclone; Environmental science; Climate model; Cloud forcing; Climate change; Radiative transfer; Atmospheric circulation; Oceanography; Geology; 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":[0.0006471238,0.0004170658,0.0002053019,0.0002115111,0.0003083622,0.0007487272,0.0002993074,0.0005594829,0.001172925],"category_scores_gemma":[0.001144598,0.0001277167,0.0008111579,0.0003306927,0.0002671869,0.0004684587,0.0004142821,0.0003762214,0.0001299136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006476886,"about_ca_system_score_gemma":0.0006238383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03367664,"about_ca_topic_score_gemma":0.02478378,"domain_scores_codex":[0.9997815,0.00007204527,0.00001863392,0.00005107611,0.00003460194,0.00004222244],"domain_scores_gemma":[0.9996958,0.0001042851,0.00006283122,0.00003989908,0.00004688214,0.00005048481],"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":[0.0007384421,0.0003965017,0.4807498,0.0001374175,0.0008798854,0.0004937249,0.0001724301,0.4608832,0.02434653,0.003119013,0.003206193,0.02487686],"study_design_scores_gemma":[0.000142734,0.000222965,0.5190121,0.00003150967,0.0002164417,0.00008899565,0.0001423154,0.4708218,0.005492344,0.0006834748,0.003088639,0.00005655537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963934,0.0001585053,0.0006400663,0.0001938893,0.00004517932,0.000005403774,0.0005517511,0.00005942261,0.001952329],"genre_scores_gemma":[0.9989748,0.00005944501,0.0002746011,0.00002750706,0.000009955265,0.000004576516,0.0004533814,0.00001304878,0.0001826417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03367664,"threshold_uncertainty_score":0.06696129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310937972238487,"score_gpt":0.2189622124441057,"score_spread":0.2058528327217208,"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."}}