{"id":"W4389540929","doi":"10.17118/11143/20961","title":"Viscoplastic fluid displacement flow in pipes : the effects of pipeaxial","year":2023,"lang":"en","type":"article","venue":"","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université Laval","funders":"","keywords":"Viscoplasticity; Displacement (psychology); Mechanics; Flow (mathematics); Pipe flow; Materials science; Fluid dynamics; Mechanical engineering; Structural engineering; Engineering; Physics; Finite element method; Turbulence; Constitutive equation","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":[0.0003602423,0.0004394844,0.0002356498,0.0001953174,0.0001983731,0.0003893701,0.0001992196,0.0002236954,0.001184728],"category_scores_gemma":[0.001061365,0.0002094601,0.0001357126,0.0001919557,0.0006370631,0.0003757508,0.0003228151,0.0002864065,0.0001957966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317752,"about_ca_system_score_gemma":0.0002560536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003828915,"about_ca_topic_score_gemma":0.0002501918,"domain_scores_codex":[0.9997675,0.00006529988,0.00001658776,0.00003896565,0.00006492495,0.00004673791],"domain_scores_gemma":[0.9992912,0.0003329976,0.0002486446,0.00004355715,0.0000459189,0.00003775544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006615189,0.00004123084,0.001316239,0.0001374707,0.000005634021,0.00006813926,0.00006259463,0.001427261,0.9918755,0.0001177745,0.00001714623,0.004269406],"study_design_scores_gemma":[0.00003024237,0.001081076,0.00869654,0.00001223802,0.0000216125,0.00009304102,0.00005042205,0.005169049,0.9841394,0.00004034403,0.0006542422,0.00001170538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99705,0.0002761552,0.002158517,0.00001987038,0.000008429309,0.00001358463,0.00001992355,0.00002865299,0.0004247822],"genre_scores_gemma":[0.9987701,0.0001403439,0.0009216947,0.000005129582,0.000004206714,0.000005081181,0.00001662037,0.000006451578,0.0001304083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001184728,"threshold_uncertainty_score":0.003963351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003995075930064114,"score_gpt":0.2130089944356563,"score_spread":0.2090139185055921,"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."}}