{"id":"W2133563974","doi":"10.1002/joc.4310","title":"Long‐term projections of temperature, precipitation and soil moisture using non‐stationary oscillation processes over the <scp>UAE</scp> region","year":2015,"lang":"en","type":"article","venue":"International Journal of Climatology","topic":"Climate variability and models","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Precipitation; Environmental science; Water content; Climatology; Moisture; 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":[0.0003745997,0.0003422104,0.0002029525,0.0003978758,0.0002163965,0.0004656416,0.0002670532,0.0003831314,0.0004376829],"category_scores_gemma":[0.0007099819,0.0001884773,0.0004562385,0.0005681325,0.000148475,0.0003612593,0.0002519269,0.0002734288,0.0001130021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005829784,"about_ca_system_score_gemma":0.0006622476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05296356,"about_ca_topic_score_gemma":0.03672525,"domain_scores_codex":[0.9999118,0.00003511222,0.000005584026,0.00001552391,0.00001907429,0.00001291905],"domain_scores_gemma":[0.9998016,0.00004216486,0.0000454185,0.00002364648,0.00006636388,0.00002082361],"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":[0.0001687695,0.0001239515,0.1224177,0.00006504099,0.0002004854,0.0003666584,0.0001023301,0.8546853,0.005313118,0.00129228,0.001158336,0.01410607],"study_design_scores_gemma":[0.00001410234,0.00003185099,0.05153035,0.000006422794,0.00001358817,0.00002091016,0.00005075485,0.9469243,0.0006832851,0.0001798692,0.0005331467,0.00001144515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961402,0.00006272428,0.002585345,0.00009209943,0.00001032526,0.000007674941,0.0006323907,0.00005859988,0.0004106099],"genre_scores_gemma":[0.9970956,0.0000702511,0.00181005,0.000007705393,0.000006368493,0.0000130765,0.000814652,0.000006246233,0.0001760036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05296356,"threshold_uncertainty_score":0.1053106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03384684406474427,"score_gpt":0.3034326616573169,"score_spread":0.2695858175925727,"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."}}