{"id":"W4225327656","doi":"10.32964/tj21.4.189","title":"Effects of agitator blade scaling on mixing in dissolving tanks","year":2022,"lang":"en","type":"article","venue":"TAPPI Journal","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; FPInnovations","keywords":"Agitator; Scaling; Mixing (physics); Impeller; Mechanics; Engineering; Environmental science; Mechanical engineering; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004326698,0.0006458662,0.0004118098,0.0003715055,0.0004209396,0.001001743,0.0002871493,0.0006451569,0.00160268],"category_scores_gemma":[0.00189872,0.0002599164,0.0007321418,0.0002276069,0.0006510013,0.000646653,0.0006812139,0.0005986622,0.0002318539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485954,"about_ca_system_score_gemma":0.0003571682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378431,"about_ca_topic_score_gemma":0.001453965,"domain_scores_codex":[0.9997099,0.00004653118,0.00003163011,0.00005522411,0.00009425446,0.00006248415],"domain_scores_gemma":[0.9990321,0.0004932637,0.0002075205,0.00007881001,0.0001141811,0.00007411046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008277839,0.0004174882,0.02344762,0.0003699599,0.00006532059,0.001504646,0.0003690974,0.6951777,0.247455,0.002309181,0.0005891048,0.02746713],"study_design_scores_gemma":[0.0001052133,0.00182457,0.02424205,0.00007054288,0.00009221275,0.000222165,0.0004531388,0.8185508,0.1504831,0.001114527,0.002718142,0.0001235377],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860342,0.0002210798,0.008619212,0.00009445772,0.00004505601,0.00007226173,0.00009182542,0.0001781037,0.004643967],"genre_scores_gemma":[0.9979175,0.0001007622,0.001413854,0.00001488259,0.000004153344,0.00001880642,0.00002900424,0.00001359242,0.0004875333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002378431,"threshold_uncertainty_score":0.005361497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002324198699659702,"score_gpt":0.1730142666609811,"score_spread":0.1706900679613214,"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."}}