{"id":"W2076814478","doi":"10.1016/j.cherd.2011.01.023","title":"Effect of time delays in characterizing the continuous mixing of non-Newtonian fluids in stirred-tank reactors","year":2011,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mixing (physics); Non-Newtonian fluid; Newtonian fluid; Continuous stirred-tank reactor; Mechanics; Thermodynamics; Materials science; Physics; Chemical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001358153,0.0006970183,0.0003657075,0.0004778748,0.0004131442,0.001230467,0.0003441392,0.0009056635,0.0003437208],"category_scores_gemma":[0.007059649,0.0002945303,0.0002970007,0.0003071474,0.0006227446,0.0009411568,0.000362621,0.0007358067,0.00006938798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007472336,"about_ca_system_score_gemma":0.000583413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285823,"about_ca_topic_score_gemma":0.002299757,"domain_scores_codex":[0.9995517,0.0001191097,0.00003709952,0.00008628497,0.0001359795,0.00006984132],"domain_scores_gemma":[0.9917659,0.006772737,0.0007469001,0.0002019485,0.0003256611,0.0001868488],"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":[0.01038601,0.0006099484,0.01230567,0.0003278364,0.000128415,0.0005288951,0.0002432619,0.2527807,0.6983258,0.001435042,0.0001198645,0.0228086],"study_design_scores_gemma":[0.00009010002,0.002066822,0.004588196,0.00001170702,0.00008180949,0.00008806887,0.00008195161,0.2810726,0.7113131,0.0002697478,0.0002849271,0.00005088462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891221,0.0002647388,0.01009877,0.00005428321,0.00002834195,0.000009172967,0.00003210777,0.00004257728,0.0003479276],"genre_scores_gemma":[0.9972729,0.0001048441,0.002368649,0.000009282134,0.000007042006,0.000004799535,0.00002168462,0.000008533684,0.0002023021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00285823,"threshold_uncertainty_score":0.007182658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003358784270320877,"score_gpt":0.1696941172327572,"score_spread":0.1663353329624364,"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."}}