{"id":"W4392514118","doi":"10.1016/j.atmosres.2024.107327","title":"The influence of Urmia Lake desiccation on an extreme snowfall event: A case study using the WRF-Lake model","year":2024,"lang":"en","type":"article","venue":"Atmospheric Research","topic":"Climate variability and models","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Canada West","funders":"","keywords":"Weather Research and Forecasting Model; Snow; Desiccation; Environmental science; Climatology; Event (particle physics); Meteorology; Geography; Geology; Ecology; Biology","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":[0.000487142,0.0005096656,0.0005259342,0.0004516469,0.0006837688,0.0009275745,0.0008928618,0.001350646,0.001740701],"category_scores_gemma":[0.001382343,0.0003007178,0.0008464943,0.0005290224,0.0005114624,0.0006724832,0.0005035882,0.0005856647,0.0001229401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212688,"about_ca_system_score_gemma":0.0007429601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0843485,"about_ca_topic_score_gemma":0.08096415,"domain_scores_codex":[0.9998208,0.00005701328,0.00001188952,0.00003695257,0.00002035538,0.00005303089],"domain_scores_gemma":[0.9994102,0.0002985047,0.00006670483,0.00004279071,0.00009080105,0.000091085],"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":[0.000327779,0.00021576,0.0509889,0.00005839812,0.0001440831,0.001216987,0.0001094006,0.9381555,0.004099232,0.0008460696,0.00107576,0.002762125],"study_design_scores_gemma":[0.00007230937,0.0001307461,0.03041491,0.00000760181,0.00008117666,0.00007138962,0.0001985003,0.9671701,0.001128659,0.0002536537,0.0004415307,0.00002944081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972487,0.00003707007,0.0004348373,0.0001270319,0.00001124667,0.00001009434,0.0003819827,0.00007758414,0.00167141],"genre_scores_gemma":[0.9991114,0.00002674973,0.0003275372,0.000009748203,0.000004359558,0.000004973385,0.0001808815,0.00001805185,0.0003162391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0843485,"threshold_uncertainty_score":0.1677151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503722664058935,"score_gpt":0.3963018046612943,"score_spread":0.2459295382554008,"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."}}