{"id":"W2098523184","doi":"10.1002/cjce.5450790114","title":"Power draw of a high‐Shear homogenizer","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laminar flow; Mechanics; Turbulence; Froude number; Mixing (physics); Reynolds number; Homogenizer; Power (physics); Shear (geology); Materials science; Physics; Thermodynamics; Breakup; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001418157,0.000107493,0.0001905106,0.0001271072,0.00002207999,0.00002330548,0.000239287,0.00006655806,0.00008348827],"category_scores_gemma":[0.00005648854,0.00008781032,0.00009475212,0.000181978,0.00003499839,0.00006507216,0.000007829923,0.0002899692,0.000003555407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000131612,"about_ca_system_score_gemma":0.00009035191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000418851,"about_ca_topic_score_gemma":0.00008012847,"domain_scores_codex":[0.9992916,0.000003561876,0.0002777198,0.00004492348,0.0001194176,0.000262755],"domain_scores_gemma":[0.9994574,0.00003834519,0.00003342306,0.0001338628,0.00006491283,0.0002720961],"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":[0.00000956855,0.000007023461,0.0001837278,0.00005328128,0.000187615,0.0001801438,0.0005682943,0.550579,0.4419011,0.004535134,0.001116066,0.0006790239],"study_design_scores_gemma":[0.002729997,0.0001926072,0.003010051,0.0009531312,0.0002337476,0.004255098,0.00008273893,0.4948209,0.4536958,0.002242589,0.03617151,0.001611814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952349,0.0008511851,0.002695032,0.000157425,0.0003958066,0.00003319064,0.000003921302,0.00001745537,0.0006110874],"genre_scores_gemma":[0.9991879,0.000009889744,0.0006119772,0.00002233787,0.0001145984,6.516227e-7,6.681802e-7,0.0000319403,0.00001999736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05575806,"threshold_uncertainty_score":0.3580801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002901433022315309,"score_gpt":0.1512190586138653,"score_spread":0.14831762559155,"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."}}