{"id":"W2088443289","doi":"10.1002/cjce.20578","title":"Investigation of the mechanism of low‐density particle and liquid mixing process in a stirred vessel","year":2011,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Agitator; Mixing (physics); Particle (ecology); Materials science; Mechanics; Computational fluid dynamics; Volume fraction; Process (computing); Flow (mathematics); Mechanical engineering; Impeller; Engineering; Computer science; Composite material; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002392884,0.000226901,0.0002961637,0.0001836987,0.0002817395,0.0003633543,0.0003375906,0.0003453258,0.0005880313],"category_scores_gemma":[0.0003229167,0.0001414026,0.0001924393,0.0001055703,0.0002863614,0.000366239,0.0001784645,0.0003244891,0.0002152386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343255,"about_ca_system_score_gemma":0.0002336829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008733002,"about_ca_topic_score_gemma":0.0004449356,"domain_scores_codex":[0.9999138,0.00001672726,0.000005147592,0.00002082472,0.0000300781,0.00001346135],"domain_scores_gemma":[0.9998914,0.00004472813,0.00002459873,0.000008151132,0.00001771633,0.00001341723],"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":[0.000106401,0.00002430764,0.0006786642,0.00002694434,0.000004333051,0.00009733057,0.00002497557,0.001599432,0.9956559,0.000387574,0.00002341845,0.001370687],"study_design_scores_gemma":[0.00004895145,0.0002725667,0.002207043,0.000003068267,0.00001293711,0.00008482335,0.00002607094,0.06832331,0.9282935,0.000131225,0.00058424,0.00001232193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931687,0.000127321,0.006058489,0.00004338278,0.000006890873,0.00001787252,0.00002059508,0.00006585066,0.0004909023],"genre_scores_gemma":[0.9963583,0.00006731494,0.003165675,0.000006559147,0.00000249663,0.000008989091,0.0000290909,0.000005016857,0.0003564528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008733002,"threshold_uncertainty_score":0.002425671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482814254917002,"score_gpt":0.1893632628182068,"score_spread":0.1745351202690367,"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."}}