{"id":"W3172471259","doi":"10.1016/j.cep.2021.108463","title":"Experiments and CFD simulation of accessories used in stirred pulp-mixing process","year":2021,"lang":"en","type":"article","venue":"Chemical Engineering and Processing - Process Intensification","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Huo Yingdong Education Foundation","keywords":"Baffle; Computational fluid dynamics; Mechanics; Turbulence; Draft tube; Mixing (physics); Turbulence kinetic energy; Materials science; Vortex; Mechanical engineering; Environmental science; Engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000245438,0.0003838258,0.0007534857,0.0003949913,0.0008760664,0.0009691677,0.0006352987,0.001084173,0.003068267],"category_scores_gemma":[0.0007553973,0.0002668168,0.0005674131,0.0004972855,0.0004667842,0.000802321,0.0003932819,0.0006200265,0.0002436841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005865471,"about_ca_system_score_gemma":0.0006229458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007059512,"about_ca_topic_score_gemma":0.003905573,"domain_scores_codex":[0.9997825,0.00002985025,0.00002002139,0.00005728468,0.00005704144,0.00005330982],"domain_scores_gemma":[0.9994264,0.0003472468,0.00004335841,0.00004252883,0.00008451159,0.0000560415],"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":[0.003828627,0.001675061,0.02215252,0.0007199409,0.00008259884,0.0009655331,0.0004933472,0.6483456,0.2885816,0.002503729,0.00111414,0.02953731],"study_design_scores_gemma":[0.0002057488,0.001239636,0.0134341,0.00003232958,0.0000772058,0.00008196723,0.0004382495,0.7770301,0.2051982,0.000508388,0.001681651,0.00007251893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995152,0.00015655,0.001918137,0.00005214568,0.00002502874,0.00002204595,0.0002741185,0.00006442155,0.002335497],"genre_scores_gemma":[0.9980957,0.00007648914,0.0008265247,0.000005847198,0.00000275832,0.0000148813,0.0001290745,0.00000740341,0.0008414267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007059512,"threshold_uncertainty_score":0.01403683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774481393196683,"score_gpt":0.3142638463374093,"score_spread":0.2865190324054425,"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."}}