{"id":"W7081916879","doi":"10.11159/htff25.204","title":"Taylor Dispersion in a Pulsatile Flow of a Maxwell Fluid through an Eccentric Annular Tube","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulsatile flow; Dispersion (optics); Flow (mathematics); Tube (container); Eccentric; Taylor dispersion; Concentric","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029634,0.000305937,0.0003862585,0.0004947204,0.0003675696,0.0005106138,0.0003084139,0.0004481656,0.000417507],"category_scores_gemma":[0.0008942974,0.0001744394,0.0001613229,0.0002717053,0.0008986451,0.0006813614,0.0004600758,0.0002534602,0.0001383835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004063633,"about_ca_system_score_gemma":0.0002129479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000422012,"about_ca_topic_score_gemma":0.0001914965,"domain_scores_codex":[0.9998685,0.00003050822,0.000006776718,0.00004205957,0.00003622478,0.0000158878],"domain_scores_gemma":[0.9997112,0.0001200823,0.00009349817,0.00001562739,0.00003529881,0.00002423536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003653021,0.0002047214,0.006849347,0.0003057198,0.00003719315,0.002452663,0.00130126,0.1542743,0.7388824,0.05880852,0.0007274605,0.03579111],"study_design_scores_gemma":[0.00005108998,0.0006073191,0.006194668,0.00004030338,0.00003193926,0.001234586,0.0001884384,0.8835906,0.09571829,0.007338095,0.00494239,0.00006224262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.822384,0.001976701,0.1700353,0.0001842584,0.00008940703,0.00005221172,0.00003373936,0.0001125444,0.005131761],"genre_scores_gemma":[0.9745112,0.0007339497,0.0209093,0.00005658775,0.00009358223,0.0000394146,0.00002678906,0.00002878716,0.003600413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005106138,"threshold_uncertainty_score":0.002948403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005629234825814245,"score_gpt":0.2025892306596346,"score_spread":0.1969599958338204,"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."}}