{"id":"W4413246157","doi":"10.5194/ecss2025-161","title":"Doppler Lidar Measurements of a Severe Thunderstorm Outflow Over Downtown Area","year":2025,"lang":"en","type":"article","venue":"","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thunderstorm; Outflow; Lidar; Turbulence kinetic energy; Wind speed; Planetary boundary layer; Boundary layer; Environmental science; Meteorology; Wind profiler; Atmospheric sciences; Turbulence; Geology; Physics; Remote sensing; Radar; Mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0000719888,0.0002342899,0.0001320508,0.0003385531,0.0004141528,0.0002655415,0.0002219558,0.0002000135,0.0003772874],"category_scores_gemma":[0.0001685999,0.00008517154,0.00007213379,0.0003650187,0.0001287885,0.0001260749,0.0002212117,0.0001914691,0.00008592941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006752277,"about_ca_system_score_gemma":0.0004957885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1700736,"about_ca_topic_score_gemma":0.3584549,"domain_scores_codex":[0.9999343,0.000003401447,0.00000193855,0.00001312602,0.00002532423,0.00002201158],"domain_scores_gemma":[0.9999069,0.000007131071,0.00001120915,0.000004043894,0.00004593917,0.00002478022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002781003,0.0001699562,0.797077,0.00004045368,0.0000386348,0.00140635,0.002160645,0.003075687,0.1715818,0.00012998,0.0007234355,0.02331791],"study_design_scores_gemma":[0.000006356969,0.00004905419,0.9920691,0.000004590046,0.000008391406,0.00008034233,0.0006161529,0.00368113,0.002893706,0.000009839868,0.0005755626,0.000005679811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999406,0.00001166511,0.0001171626,0.000006440423,0.000001250863,0.000003449382,0.00009510421,0.000008155026,0.0003508524],"genre_scores_gemma":[0.9988525,0.00002679679,0.0003194459,0.000009897044,0.000002356711,0.000004990752,0.000397778,0.000002979594,0.000383273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1700736,"threshold_uncertainty_score":0.3381674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684416921682101,"score_gpt":0.2144618080642461,"score_spread":0.1976176388474251,"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."}}