{"id":"W2591154260","doi":"10.1175/jamc-d-16-0324.1","title":"A Comparison of Equilibrium and Time-Evolving Approaches to Modeling the Wind Profile under Stable Stratification","year":2017,"lang":"en","type":"article","venue":"Journal of Applied Meteorology and Climatology","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University Corporation for Atmospheric Research","keywords":"Mesoscale meteorology; Stratification (seeds); Environmental science; Meteorology; Context (archaeology); Advection; Wind speed; Computer science; Geology; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008797944,0.0005318829,0.0004039513,0.0007198944,0.0002670063,0.0008849836,0.00122301,0.000794722,0.0005491022],"category_scores_gemma":[0.002395265,0.0003230125,0.0006325458,0.000427534,0.0002956342,0.001008777,0.0006060581,0.0006127298,0.00009118905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006565274,"about_ca_system_score_gemma":0.0008659789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03193342,"about_ca_topic_score_gemma":0.01930575,"domain_scores_codex":[0.9998313,0.00005762469,0.00001682032,0.0000354681,0.00003881659,0.00001995458],"domain_scores_gemma":[0.9993281,0.0003331782,0.00007614269,0.00005129892,0.0001670638,0.00004422969],"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":[0.00004772603,0.00004432425,0.00413904,0.00001854005,0.00003116154,0.00002487363,0.0000317619,0.9821329,0.001281878,0.001403162,0.00006982186,0.01077475],"study_design_scores_gemma":[0.000002574252,0.00001001706,0.0003002906,0.000001452368,0.000002428103,0.000001774333,0.000004286529,0.9993363,0.0001591987,0.0001274984,0.00005214701,0.000001972244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7455048,0.0005568789,0.2484579,0.0002582864,0.00005873124,0.00008725064,0.0003110795,0.0004276081,0.004337436],"genre_scores_gemma":[0.9543597,0.0002230286,0.04453312,0.00005173998,0.00002403325,0.00004442834,0.0002413861,0.00005309172,0.000469535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03193342,"threshold_uncertainty_score":0.0634951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07150952173421524,"score_gpt":0.2830663647137669,"score_spread":0.2115568429795517,"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."}}