{"id":"W1968898712","doi":"10.5194/npg-15-33-2008","title":"Channelling of high-latitude boundary-layer flow","year":2008,"lang":"en","type":"article","venue":"Nonlinear processes in geophysics","topic":"Climate variability and models","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; ArcticNet; Institute for Catastrophic Loss Reduction; University of Wyoming","keywords":"Geostrophic wind; Geology; Stratification (seeds); Boundary layer; Wind direction; Prevailing winds; Flow (mathematics); Meteorology; Wind speed; Atmospheric sciences; Physics; Geophysics; Mechanics; Climatology; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001380787,0.0001344747,0.000213108,0.00002663507,0.00009428299,0.000008895497,0.0002306794,0.00007340075,0.0002546461],"category_scores_gemma":[0.00007777762,0.0001309537,0.00003664339,0.0004960052,0.000250441,0.0002721947,0.0001408443,0.000150019,0.000134971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005180392,"about_ca_system_score_gemma":0.00006554275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005025669,"about_ca_topic_score_gemma":0.0001979962,"domain_scores_codex":[0.9988836,0.00001863651,0.0002732247,0.0002917746,0.0002863755,0.0002463738],"domain_scores_gemma":[0.9995053,0.00008003668,0.00008610111,0.0002498056,0.00003146359,0.00004724496],"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":[0.00008875209,0.001587868,0.03474028,0.0005417197,0.00001985066,0.00002796165,0.006346247,0.947279,0.00433981,0.0002831225,0.00009875592,0.004646648],"study_design_scores_gemma":[0.002977529,0.0005637713,0.0295375,0.0003980244,0.0000646626,0.00004341755,0.000261227,0.8147961,0.08158592,0.05886518,0.009194994,0.001711654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945729,0.0000553072,0.003909871,0.00005507364,0.00009631331,0.0001481513,0.00002783378,0.00002992566,0.00110465],"genre_scores_gemma":[0.9710245,0.0001953154,0.02845268,0.0000848882,0.00009568194,0.0000119479,0.00002188818,0.00001649522,0.00009666751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1324829,"threshold_uncertainty_score":0.5340135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363818125056196,"score_gpt":0.2430824240018132,"score_spread":0.2194442427512512,"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."}}