{"id":"W4320914628","doi":"10.1175/mwr-d-22-0082.1","title":"Anatomy of a Summertime Convective Event over the Arabian Region","year":2023,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Climate variability and models","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biological and Environmental Research; Office of Science; York University; Pacific Northwest National Laboratory; National Center for Atmospheric Research; New York University Abu Dhabi; Battelle; Khalifa University of Science, Technology and Research; U.S. Department of Energy; National Science Foundation","keywords":"Convection; Weather Research and Forecasting Model; Geology; Climatology; Atmospheric convection; Sea breeze; Meteorology; Troposphere; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000652534,0.0001094529,0.0002350015,0.00001368298,0.00006063112,0.000005932448,0.00022823,0.00003429583,0.001375507],"category_scores_gemma":[0.00005952448,0.00006804401,0.0001485071,0.0004147748,0.000139003,0.00007793341,0.0001407979,0.00008147425,0.0005824232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006886805,"about_ca_system_score_gemma":0.000007075376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004010955,"about_ca_topic_score_gemma":0.00009962184,"domain_scores_codex":[0.9989562,0.0001465722,0.0002596813,0.0002330402,0.0002167989,0.0001877017],"domain_scores_gemma":[0.9993043,0.00008321144,0.0001040713,0.0004555984,0.000007297677,0.00004550363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000162798,0.001645384,0.265789,0.006764705,0.0005070335,0.0001366769,0.01363511,0.008247457,0.003550346,0.008843353,0.4089404,0.2817777],"study_design_scores_gemma":[0.0004934943,0.0001285019,0.1197782,0.002357624,0.0001970938,0.000006104398,0.0001201894,0.007978618,0.0002652553,0.00541066,0.8628471,0.0004171373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916739,0.04584011,0.000149764,0.01614105,0.0002336071,0.003570207,0.00005201713,0.0002057458,0.04213355],"genre_scores_gemma":[0.9767403,0.0197288,0.00002383466,0.001963063,0.00001858613,0.0001534862,0.00000798381,0.00002289031,0.001341057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4539067,"threshold_uncertainty_score":0.9995373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864637214667632,"score_gpt":0.2928451933969207,"score_spread":0.2641988212502444,"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."}}