{"id":"W2110422638","doi":"10.1175/jtech-d-12-00151.1","title":"The Case of Sharp Velocity Transitions in High Vertical Wind Shear When Measuring Doppler Velocities with Narrow Nyquist Intervals","year":2013,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Doppler effect; Nyquist–Shannon sampling theorem; Wind shear; Shear (geology); Geology; Nyquist frequency; Wind speed; Physics; Geodesy; Meteorology; Mathematics; Mathematical analysis; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003154502,0.0001053888,0.0002493808,0.00001637995,0.0001530164,0.00003310557,0.0001749473,0.00008268769,0.0001629628],"category_scores_gemma":[0.00003652257,0.00006384824,0.00004217591,0.0002108367,0.0003057416,0.0001645677,0.00001142606,0.0002884616,0.000004659568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009455737,"about_ca_system_score_gemma":0.00006395114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006953251,"about_ca_topic_score_gemma":0.0006796385,"domain_scores_codex":[0.9991109,0.00004354347,0.0003602069,0.0001055848,0.0001641663,0.0002155337],"domain_scores_gemma":[0.9995022,0.00005497128,0.0001234935,0.0001125332,0.0001415796,0.00006524621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007126704,0.0003992335,0.6849403,0.0002395975,0.0006643378,0.00149266,0.007226365,0.001992656,0.00132625,0.004828718,0.001367856,0.2948094],"study_design_scores_gemma":[0.001658975,0.00132294,0.9526175,0.0001647149,0.00008137619,0.002852991,0.006992796,0.00456989,0.0003742982,0.02874375,0.0003653981,0.0002553831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970245,0.0007739641,0.0001668063,0.001765091,0.000078316,0.00009641556,0.000005507697,0.000007312314,0.00008204427],"genre_scores_gemma":[0.9966324,0.00002912129,0.003257695,0.00003608974,0.00002319245,4.554715e-7,5.805048e-7,0.000003354573,0.00001712729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.294554,"threshold_uncertainty_score":0.2603656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210490788611021,"score_gpt":0.1884902077639417,"score_spread":0.1763852998778315,"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."}}