{"id":"W4308262946","doi":"10.1002/cjce.24755","title":"Computational fluid dynamics study of kaolin–water flow in a <scp>T</scp>‐junction using a novel shear‐thinning fluid model","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education","keywords":"Reynolds number; Mechanics; Shear thinning; Bingham plastic; Viscosity; Viscoplasticity; Bifurcation; Reynolds equation; Materials science; Physics; Rheology; Thermodynamics; Turbulence; Nonlinear system","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":[0.0001669652,0.0002620114,0.0003838333,0.0003039629,0.0005450309,0.0006776994,0.0004841972,0.0007781145,0.0008389429],"category_scores_gemma":[0.0002798908,0.0001786545,0.0003966398,0.0002604746,0.0004967007,0.000309351,0.0002612122,0.0003500796,0.0001323862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005820661,"about_ca_system_score_gemma":0.0007788616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01432907,"about_ca_topic_score_gemma":0.00563128,"domain_scores_codex":[0.9999503,0.000009253456,0.000002376203,0.000009939313,0.00001076742,0.00001737659],"domain_scores_gemma":[0.9998734,0.00004504968,0.00002331119,0.00001037002,0.00002774933,0.00002005702],"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":[0.0001109081,0.000127969,0.004379941,0.00003082595,0.0000196065,0.000238775,0.00005954961,0.9612688,0.02950208,0.001613294,0.0001932483,0.002455027],"study_design_scores_gemma":[0.000007142351,0.00003077844,0.0007522019,0.000001443972,0.000002418198,0.000006979567,0.00001355998,0.9972664,0.001776859,0.00005688693,0.00008076655,0.000004616676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901351,0.00004113774,0.00695544,0.00006241677,0.00001258832,0.00002025516,0.00005330854,0.00004928118,0.002670461],"genre_scores_gemma":[0.9966944,0.00002576605,0.002774377,0.000009271532,0.000002793046,0.00001558258,0.00003823287,0.00000760565,0.0004318622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01432907,"threshold_uncertainty_score":0.02849132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296401260352738,"score_gpt":0.2034013864281822,"score_spread":0.1904373738246548,"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."}}