{"id":"W4320485852","doi":"10.1175/mwr-d-22-0253.1","title":"The Influence of Soil Moisture on the Historic 2021 Pacific Northwest Heatwave","year":2023,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Climate variability and models","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Atmospheric and Geospace Sciences","keywords":"Environmental science; Water content; Subsidence; Precipitation; Moisture; Anomaly (physics); Climatology; Ridge; Sensible heat; Atmospheric sciences; Geology; Geography; Structural basin; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001080926,0.0001473822,0.0002210909,0.00001019572,0.0002499534,0.00001611325,0.0004253241,0.00004242302,0.0005282265],"category_scores_gemma":[0.0001601383,0.00007332463,0.00013644,0.0005101781,0.0002129773,0.00006027291,0.0001436823,0.0001606687,0.001081495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254891,"about_ca_system_score_gemma":0.00001199537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001418,"about_ca_topic_score_gemma":0.001129647,"domain_scores_codex":[0.998683,0.0001702442,0.0003018539,0.0002638937,0.0003396452,0.0002413355],"domain_scores_gemma":[0.9986709,0.0003218163,0.0001114601,0.0008334851,0.00001284599,0.00004946996],"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":[0.0001557144,0.001335337,0.1427667,0.003958867,0.0003117071,0.00009071003,0.01158317,0.1710946,0.00528442,0.01356802,0.4285718,0.2212789],"study_design_scores_gemma":[0.00008748653,0.00007165733,0.0576735,0.0008421424,0.00005205238,0.000001309854,0.00009160853,0.0004417338,0.00003198572,0.001364416,0.9391471,0.0001950025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079142,0.03417876,0.000002578509,0.01649866,0.0002217041,0.00141097,0.00006707983,0.00007056192,0.03963546],"genre_scores_gemma":[0.9027281,0.09149231,0.00001331771,0.001286058,0.00004156436,0.000237802,0.00001427628,0.00002773351,0.004158815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5105753,"threshold_uncertainty_score":0.9996963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777823370988809,"score_gpt":0.2313989965458439,"score_spread":0.2136207628359558,"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."}}