{"id":"W2127255281","doi":"10.1002/cjce.5450820615","title":"The Effects of Power Law Fluid Rheology on Coil Heat Transfer for Agitated Vessel in the Transitional Flow Regime","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanics; Fluent; Power-law fluid; Heat transfer; Computational fluid dynamics; Reynolds number; Electromagnetic coil; Flow (mathematics); Turbine; Heat transfer coefficient; Materials science; Rheology; Power law; Thermodynamics; Physics; Turbulence; Mathematics","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":[0.0003791756,0.0002769661,0.0003201282,0.0003834186,0.0003506806,0.0007732006,0.0004273541,0.0005315345,0.0009323019],"category_scores_gemma":[0.001993927,0.0002036115,0.000464582,0.0001911971,0.0007062232,0.0005958522,0.0003621398,0.0004674303,0.0001934921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007017239,"about_ca_system_score_gemma":0.00045501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410351,"about_ca_topic_score_gemma":0.001948273,"domain_scores_codex":[0.9998821,0.00003654109,0.000006028317,0.00002256476,0.00001814423,0.00003459796],"domain_scores_gemma":[0.9995183,0.0002816283,0.00006589881,0.00005001031,0.00005282181,0.00003143492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008481747,0.0001501977,0.009434023,0.00007674577,0.00002814727,0.0005176564,0.0002022969,0.8966409,0.08161502,0.00183654,0.0002991994,0.008351188],"study_design_scores_gemma":[0.00001700519,0.0001332549,0.001793362,0.0000043332,0.000007065755,0.00002427407,0.00002032066,0.9825069,0.01523914,0.0001332143,0.0001111306,0.000009987344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989174,0.0001027158,0.008970678,0.0000598849,0.00001002782,0.0000187579,0.00003735701,0.00008783089,0.001538702],"genre_scores_gemma":[0.999295,0.00002173889,0.0004138465,0.000003728941,0.00000114794,0.000004684572,0.000008582736,0.000006931858,0.0002443802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006410351,"threshold_uncertainty_score":0.0127461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00283831235120458,"score_gpt":0.1610636093606036,"score_spread":0.1582252970093991,"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."}}