{"id":"W2048296270","doi":"10.1088/1742-6596/318/7/072008","title":"Scaling Of Turbulence In The Atmospheric Surface-Layer: Which Anisotropy?","year":2011,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multifractal system; Turbulence; Anisotropy; Boundary layer; Buoyancy; Scaling; Planetary boundary layer; Geology; Physics; Atmospheric sciences; Meteorology; Mechanics; Statistical physics; Geometry; Fractal; Mathematics; Optics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002922023,0.0001136996,0.0002312419,0.000003749856,0.00007126698,0.00001946321,0.0004067285,0.0000281609,0.0002306656],"category_scores_gemma":[0.00003826243,0.00007155512,0.00006441413,0.0003014337,0.0002412503,0.0005167125,0.00009371203,0.0001836484,0.0000142079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002226583,"about_ca_system_score_gemma":0.00003326949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267277,"about_ca_topic_score_gemma":0.00006152788,"domain_scores_codex":[0.9990208,0.00007051942,0.0003178978,0.00009767603,0.0003224035,0.0001707717],"domain_scores_gemma":[0.9994233,0.00004955561,0.0002919414,0.0001389699,0.00006482942,0.00003144647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004252501,0.001222087,0.6522298,0.0001193237,0.0001529113,0.00008978522,0.1098331,0.009373201,0.1176956,0.02447825,0.001294551,0.08308613],"study_design_scores_gemma":[0.0009568607,0.001238879,0.660826,0.0003988132,0.00009267361,0.00007912028,0.0251904,0.001133041,0.2450657,0.06331971,0.00111258,0.0005861777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940417,0.00007118558,0.0009696597,0.0002087137,0.0001055748,0.00005256163,0.000001925144,0.000003437391,0.004545283],"genre_scores_gemma":[0.9960696,0.0001974995,0.003592432,0.00003998409,0.00004842814,7.404345e-7,1.57532e-7,0.000005274383,0.0000459205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1273701,"threshold_uncertainty_score":0.2917933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144736689463267,"score_gpt":0.2248390769586297,"score_spread":0.1933917100639971,"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."}}