{"id":"W2090210985","doi":"10.1103/physreve.83.036303","title":"Scaling laws of peripheral mixing of passive scalar in a wall-shear layer","year":2011,"lang":"en","type":"article","venue":"Physical Review E","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Scalar (mathematics); Scaling; Mechanics; Scaling law; Turbulent diffusion; Physics; Turbulence; Vector field; Shear (geology); Classical mechanics; Statistical physics; Materials science; Mathematics; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006914061,0.0004821706,0.000327158,0.001154859,0.0004412864,0.001526584,0.0006254307,0.0004360793,0.00100495],"category_scores_gemma":[0.003607658,0.0003449145,0.0004628568,0.000316338,0.001338448,0.002013508,0.0007687726,0.0006249969,0.0001713226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007994887,"about_ca_system_score_gemma":0.0002845557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007127862,"about_ca_topic_score_gemma":0.0003304358,"domain_scores_codex":[0.9998451,0.00003092529,0.00001187421,0.0000477856,0.00003085017,0.00003331115],"domain_scores_gemma":[0.9988436,0.0003679491,0.0003815092,0.0001042822,0.000162059,0.000140658],"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":[0.0001828201,0.00008571099,0.006835901,0.0001649225,0.00005211745,0.0006963409,0.0004262557,0.1007946,0.09168797,0.7861183,0.0009339476,0.01202117],"study_design_scores_gemma":[0.00004042147,0.0001045936,0.00577559,0.00002179893,0.00002561447,0.0002908229,0.00007660215,0.8571455,0.01170475,0.1237021,0.001042021,0.00007022179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7360746,0.001245632,0.2495851,0.0005515141,0.00008360662,0.00008886724,0.0002319794,0.0003660315,0.01177272],"genre_scores_gemma":[0.99146,0.0003907424,0.007008866,0.00003097231,0.00005605553,0.00003169295,0.00005527574,0.00003528166,0.0009310782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001526584,"threshold_uncertainty_score":0.005800724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855626904361685,"score_gpt":0.2470984477809842,"score_spread":0.2285421787373674,"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."}}