{"id":"W2938187514","doi":"10.4236/jamp.2019.74058","title":"Travelling Waves: Interplay of Low to High Reynolds Number and Tan-Cot Function Method to Solve Burger’s Equations","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Mathematics and Physics","topic":"Nonlinear Waves and Solitons","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Inviscid flow; Mathematics; Reynolds number; Shock wave; Nonlinear system; Mathematical analysis; Flow (mathematics); Work (physics); Physics; Mechanics; Geometry; Turbulence","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":[0.000288283,0.0001340328,0.0003842939,0.00003742259,0.00004564318,0.00004605567,0.0000744522,0.00003371872,0.00007851976],"category_scores_gemma":[0.000003411774,0.0001110532,0.00008433249,0.0001333145,0.00001477362,0.00006674904,0.00004529706,0.0001433327,0.00001690459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009713246,"about_ca_system_score_gemma":0.00003265447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006991618,"about_ca_topic_score_gemma":2.894025e-7,"domain_scores_codex":[0.9991412,0.000005895513,0.0004302477,0.0001165267,0.0001671352,0.0001390227],"domain_scores_gemma":[0.9991171,0.0002039819,0.0003015024,0.0001396205,0.0001123237,0.0001254377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001017044,0.0004426595,0.0001349302,0.0002626474,0.0003036037,4.945998e-7,0.007602975,0.002704832,0.06557292,0.8818156,0.0003277808,0.04072989],"study_design_scores_gemma":[0.001817019,0.0006120747,0.0003324525,0.0007658659,0.0004299845,0.000008115594,0.008248217,0.03470702,0.08097557,0.8687071,0.002693259,0.0007032726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3649614,0.00000446776,0.6322677,0.00004927138,0.00007731716,0.0001531269,0.00002222291,0.00000220734,0.002462365],"genre_scores_gemma":[0.7334807,0.000003156009,0.2660043,0.00005326304,0.0003300408,0.00000297416,0.000004194224,0.00001894242,0.0001023887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3685194,"threshold_uncertainty_score":0.4528618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009768054748318633,"score_gpt":0.2806671279948239,"score_spread":0.2708990732465052,"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."}}