{"id":"W1512555394","doi":"10.1029/2012gm001235","title":"“Rogue Velocities” in a Lagrangian Stochastic Model for Idealized Inhomogeneous Turbulence","year":2013,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Turbulence; Lagrangian; Statistical physics; Physics; Stochastic modelling; Mechanics; Classical mechanics; Geology; Mathematics; Mathematical physics; Statistics","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":[0.0006960462,0.0006678518,0.0005541098,0.0005003866,0.0003548062,0.001337146,0.001243328,0.001081769,0.001801957],"category_scores_gemma":[0.001146497,0.0004593274,0.0009703379,0.0004552248,0.001557598,0.001988639,0.001258059,0.001635551,0.0004162889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008233744,"about_ca_system_score_gemma":0.0006601724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002347817,"about_ca_topic_score_gemma":0.002098528,"domain_scores_codex":[0.9997068,0.0001128558,0.00001320627,0.00005074448,0.00009075717,0.000025527],"domain_scores_gemma":[0.9997724,0.00009323382,0.00003710864,0.0000271904,0.0000457209,0.00002438843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001998173,0.0000204109,0.0001679808,0.0000413919,0.00001932901,0.00006120414,0.00008208496,0.2947634,0.001263166,0.6936999,0.002774288,0.007087002],"study_design_scores_gemma":[0.0000036949,0.00001503436,0.00008470072,0.000008439644,0.000003755925,0.00002192953,0.00000960495,0.8977144,0.0002177458,0.0987265,0.003180081,0.00001402003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01842181,0.001348767,0.9521604,0.0009440025,0.0005383778,0.00003365872,0.0001405705,0.0002268626,0.02618565],"genre_scores_gemma":[0.6691682,0.003313705,0.2142046,0.000945273,0.001389139,0.0002270291,0.0005835725,0.0005946536,0.1095738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002347817,"threshold_uncertainty_score":0.006028175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398439044460504,"score_gpt":0.2096182225351731,"score_spread":0.1956338320905681,"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."}}