{"id":"W4230213135","doi":"10.5194/acp-2021-390","title":"Environmental sensitivities of shallow-cumulus dilution – Part 2: Vertical wind profile","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Energy, Labor and Economic Growth; Compute Canada; École de technologie supérieure; McGill University; U.S. Department of Energy","keywords":"Wind shear; Dilution; Thermal wind; Atmospheric sciences; Entrainment (biomusicology); Geostrophic wind; Environmental science; Meteorology; Wind speed; Wind direction; Geology; Climatology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001438484,0.0001974623,0.0003080555,0.00003456268,0.00006121364,0.0000520324,0.000121611,0.0002094604,0.009245093],"category_scores_gemma":[0.00002741945,0.0001662648,0.0001198474,0.00004373486,0.000160652,0.0001178055,0.000107002,0.0002575371,0.0001437379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007543585,"about_ca_system_score_gemma":0.00009756455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007335021,"about_ca_topic_score_gemma":0.000550557,"domain_scores_codex":[0.9987321,0.00007968913,0.0002377051,0.0003753268,0.0003123591,0.0002627789],"domain_scores_gemma":[0.9995006,0.00009324837,0.00005758176,0.0002245188,0.00001367712,0.0001103389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000392383,0.0004517542,0.8065661,0.003275699,0.0005332974,0.0006249318,0.003068941,0.07007314,0.001900278,0.0001845946,0.004209815,0.1087191],"study_design_scores_gemma":[0.0003382691,0.00023227,0.8218532,0.0003621803,0.0001190481,0.00005081005,0.001770705,0.1625987,0.01073846,0.0003798778,0.0008918757,0.0006646635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875591,0.0007900893,0.0001793684,0.0001011148,0.0005237796,0.0001975507,0.0002374894,0.00003056091,0.01038088],"genre_scores_gemma":[0.9976751,0.000142123,0.0004061288,0.00009040172,0.0001604456,0.000001131933,0.0009336689,0.00000472511,0.000586238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080544,"threshold_uncertainty_score":0.9916606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110233797324485,"score_gpt":0.1950261140712555,"score_spread":0.184002734338807,"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."}}