{"id":"W2171821036","doi":"10.1017/s1446181100012608","title":"Nonlinear evolution of singular disturbances to a tanh<sup>3</sup><i>y</i> mixing layer","year":2002,"lang":"en","type":"article","venue":"The ANZIAM Journal","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nonlinear system; Mixing (physics); Disturbance (geology); Connection (principal bundle); Layer (electronics); Flow (mathematics); Mathematics; Hyperbolic function; Mathematical analysis; Physics; Control theory (sociology); Mechanics; Geometry; Computer science; Chemistry; Geology; Quantum mechanics","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":[0.0001464968,0.0003063105,0.0002434489,0.0003106484,0.0005019864,0.0007087874,0.0002650023,0.0003501195,0.0009044165],"category_scores_gemma":[0.0005449158,0.0001441936,0.000239295,0.0001495559,0.001174152,0.0003626921,0.0006910372,0.0003798306,0.00009552115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008967278,"about_ca_system_score_gemma":0.0002893238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786855,"about_ca_topic_score_gemma":0.001319709,"domain_scores_codex":[0.9999477,0.000009468915,0.000002837271,0.000008531533,0.00001480783,0.00001668392],"domain_scores_gemma":[0.9998484,0.00002832276,0.00003713397,0.0000107755,0.00002364549,0.00005172739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008632466,0.0002705905,0.01413021,0.00008622188,0.00007944541,0.003034182,0.0009177865,0.6380851,0.2523199,0.07810517,0.0007499419,0.0113583],"study_design_scores_gemma":[0.0000369241,0.00008413144,0.002659262,0.000005023303,0.000008427016,0.0001088616,0.0001168453,0.978546,0.01443622,0.00349575,0.0004872415,0.00001529482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856801,0.00003107705,0.0109068,0.00006644183,0.00001267606,0.0000138945,0.00001686145,0.00005570488,0.003216408],"genre_scores_gemma":[0.9978994,0.00001725109,0.001143853,0.00001386345,0.000004264914,0.000004068072,0.00001048219,0.00001022172,0.0008965214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004786855,"threshold_uncertainty_score":0.009517968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009957103524607411,"score_gpt":0.1976211144396303,"score_spread":0.1876640109150229,"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."}}