{"id":"W2042900749","doi":"10.1002/cjce.21628","title":"Effect of impeller type on continuous‐flow mixing of non‐Newtonian fluids in stirred vessels through dynamic tests","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Impeller; Slip factor; Mechanics; Materials science; Mixing (physics); Non-Newtonian fluid; Flow (mathematics); Agitator; Inlet; Newtonian fluid; Axial compressor; Mechanical engineering; Engineering; Physics; Gas compressor","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0008528596,0.0005897782,0.0004398914,0.0003906262,0.0001991017,0.0004940157,0.00032234,0.0003593253,0.0008201505],"category_scores_gemma":[0.001657189,0.0002504942,0.0003353393,0.0004946919,0.0003078663,0.0004282119,0.0002898581,0.0005911027,0.0002031219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002097589,"about_ca_system_score_gemma":0.0001634374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00053235,"about_ca_topic_score_gemma":0.0004690492,"domain_scores_codex":[0.999422,0.0001493463,0.00007420742,0.00009242541,0.0001816203,0.00008048351],"domain_scores_gemma":[0.998654,0.0007624944,0.0002493876,0.00004890201,0.0001934162,0.00009166173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008042771,0.0001112008,0.0007863038,0.0001283488,0.00001807054,0.00005454941,0.0000797007,0.0006127254,0.9935596,0.00003179979,0.00002579481,0.003787647],"study_design_scores_gemma":[0.00001620451,0.001335688,0.003862574,0.000006975843,0.00002791391,0.00003288589,0.00003110582,0.001916306,0.9924896,0.00000786182,0.000258822,0.00001412229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956093,0.0003950819,0.003347422,0.00001774895,0.00001606269,0.00003245954,0.000113741,0.00005251858,0.0004156987],"genre_scores_gemma":[0.9959632,0.0002830462,0.003136561,0.00001317384,0.00001024673,0.00002783959,0.0001081508,0.00001863914,0.0004391295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008528596,"threshold_uncertainty_score":0.004510343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00523872206471868,"score_gpt":0.1934673451348332,"score_spread":0.1882286230701146,"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."}}