{"id":"W4412140342","doi":"10.1177/09596836251350243","title":"Mid-Holocene climate over the Mediterranean, North Africa, and Middle East simulated using a regional climate model","year":2025,"lang":"en","type":"article","venue":"The Holocene","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Holocene; Mediterranean climate; Climate change; Climate model; Middle East; Climatology; Geology; Physical geography; Paleoclimatology; Oceanography; Geography; Archaeology","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":[0.0009111083,0.0002236988,0.0002750382,0.0001156184,0.001060942,0.00005953619,0.0005290213,0.0001697282,0.0002431061],"category_scores_gemma":[0.00006208898,0.0001257436,0.00007417733,0.0004814881,0.0008866822,0.0001248133,0.0001249148,0.0004743974,0.00009890455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002154494,"about_ca_system_score_gemma":0.00007539993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361898,"about_ca_topic_score_gemma":0.0002421142,"domain_scores_codex":[0.9979222,0.0003192064,0.0002919256,0.000383975,0.0002512424,0.000831391],"domain_scores_gemma":[0.9987716,0.0005053605,0.00009488557,0.0004486297,0.0000735898,0.0001059112],"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":[0.0004623026,0.00002501567,0.9383621,0.00004722179,0.00006103738,0.00003063863,0.0008996718,0.05916382,0.000001994178,0.0001422839,0.0003016012,0.0005023474],"study_design_scores_gemma":[0.0004566859,0.00003536468,0.4649907,0.00003439021,0.00004869334,0.00007123382,0.0001479305,0.5329782,0.000008955253,0.001032725,0.0000730863,0.000122056],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913349,0.002722788,0.00003598854,0.002870314,0.0002016941,0.0002648564,0.00009258174,0.00005516146,0.002421784],"genre_scores_gemma":[0.9975209,0.0007455919,0.0001109115,0.001307391,0.00005700947,0.000002012343,0.00007592415,0.000005927352,0.0001742984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4738144,"threshold_uncertainty_score":0.8160015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09598127274389519,"score_gpt":0.2756618823172241,"score_spread":0.1796806095733289,"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."}}