{"id":"W4400981547","doi":"10.22541/essoar.172191621.14908859/v1","title":"The Vertical Structure of Tropical Temperature Change in Global Storm-Resolving Model Simulations of Climate Change","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"NOAA Weather Program Office; NOAA Research; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Climate change; Tropical cyclone; Climatology; Storm; Environmental science; Global change; Atmospheric sciences; Structural change; Meteorology; Geography; Geology; Oceanography; Economics","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":[0.000332096,0.0003415657,0.0002133295,0.0001841738,0.0002100671,0.0004370568,0.0003523195,0.0006033613,0.0008775602],"category_scores_gemma":[0.001040588,0.0002755414,0.0004037103,0.0003951358,0.0002836796,0.0003508035,0.0003050763,0.0004391406,0.0001054853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234356,"about_ca_system_score_gemma":0.0003526191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009101206,"about_ca_topic_score_gemma":0.007075052,"domain_scores_codex":[0.9998926,0.00003860027,0.00000746463,0.00002319309,0.00001910546,0.00001904179],"domain_scores_gemma":[0.9998375,0.00005489168,0.00003459764,0.00003296595,0.00002126465,0.00001880255],"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":[0.0001957862,0.0001053166,0.03903497,0.00005285499,0.0001572321,0.00009559382,0.00008233255,0.9352219,0.01647727,0.002418808,0.001320093,0.004837836],"study_design_scores_gemma":[0.00007149805,0.00006781116,0.0237359,0.000006188368,0.00002483787,0.00002358016,0.00002650344,0.9715235,0.003242503,0.0007509997,0.0005106123,0.00001608148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933304,0.00008114952,0.002909891,0.0002030971,0.00002569746,0.000008876882,0.001033564,0.0001866892,0.00222068],"genre_scores_gemma":[0.9977908,0.00005099838,0.001161238,0.00003925021,0.00000822431,0.00001076145,0.0006898219,0.00004459886,0.0002043013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009101206,"threshold_uncertainty_score":0.01809645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03499520468321785,"score_gpt":0.2957009640196439,"score_spread":0.260705759336426,"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."}}