{"id":"W2092321598","doi":"10.5539/mas.v3n6p88","title":"Mixing Process of Binary Polymer Particles in Different Type of Mixers","year":2009,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mixing (physics); Fluidized bed; Materials science; Rotational speed; Process (computing); Mechanics; Binary number; Chromatography; Thermodynamics; Chemistry; Mechanical engineering; Physics; Computer science; Mathematics; Engineering","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":[0.0001215907,0.00008127329,0.0001465396,0.0001280141,0.0000233157,0.000007345383,0.0002127398,0.00002653559,0.000004338584],"category_scores_gemma":[0.00000545058,0.00006903544,0.00001763991,0.0005069204,0.0001251558,0.00006692691,0.00001506929,0.00005660807,0.000001750691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001834811,"about_ca_system_score_gemma":0.00002202121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002951287,"about_ca_topic_score_gemma":0.000001378473,"domain_scores_codex":[0.9992555,0.000003153017,0.0001722602,0.0001339221,0.0002251675,0.0002100282],"domain_scores_gemma":[0.9997573,0.000009183821,0.00002073761,0.0001473635,0.00002081666,0.00004452904],"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":[0.00001282784,0.00003984083,0.000533083,0.00002604107,0.000001267234,5.800309e-7,0.0009461307,0.002091199,0.9913757,0.0003267984,0.000002607966,0.004643966],"study_design_scores_gemma":[0.0001669016,0.00002237894,0.007372833,0.00001866751,0.000002797525,3.436454e-7,0.00006233405,0.1721122,0.8191897,0.0009814136,8.232495e-7,0.00006959117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951801,0.0002586039,0.003610206,0.00001582285,0.00003962193,0.00007806875,8.195306e-7,0.00003362627,0.0007830733],"genre_scores_gemma":[0.9997869,0.000006554381,0.0001778562,0.00001119523,0.000006176229,0.000003012099,4.216182e-7,0.000005526726,0.000002363804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1721859,"threshold_uncertainty_score":0.2815183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311541174912362,"score_gpt":0.2379144944202821,"score_spread":0.2247990826711585,"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."}}