{"id":"W954774889","doi":"10.1017/cbo9780511777936.009","title":"Particle mixing and segregation","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mixing (physics); Particle (ecology); Materials science; Physics; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004069533,0.0001935786,0.0001765251,0.00005703498,0.00009323753,0.00003109458,0.000112429,0.0002892439,0.000003502091],"category_scores_gemma":[0.000002173932,0.0002404529,0.00006360815,0.000003529846,0.00008989413,0.00006346202,0.00006901158,0.000365021,0.000009830727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003788866,"about_ca_system_score_gemma":0.00001046072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001522224,"about_ca_topic_score_gemma":0.000002361864,"domain_scores_codex":[0.9994735,0.000005997959,0.00008659851,0.0001814366,0.00009661374,0.0001558172],"domain_scores_gemma":[0.9995937,0.00001870735,0.00002566753,0.0002199303,0.00003488136,0.0001070902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001741076,0.000002259384,0.000005219656,0.0001479396,0.00007930381,0.0001079543,0.00007513789,0.000004921769,0.02094666,0.9720897,0.001444141,0.00507937],"study_design_scores_gemma":[0.0005355657,0.00001515739,0.00001601218,0.00006515867,0.0001646818,0.0000173826,0.000009266722,0.001955244,0.02942599,0.00003658135,0.967339,0.0004200003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009287256,0.0003177217,0.001205182,0.000004084807,0.0002395535,0.0001598725,0.00005449367,0.0002861801,0.9884456],"genre_scores_gemma":[0.05598309,0.0001167757,0.0002176495,0.0000135753,0.00008790722,3.972836e-7,0.00002620182,0.00005790349,0.9434965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9720531,"threshold_uncertainty_score":0.9805384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092730100846238,"score_gpt":0.1617699328046978,"score_spread":0.1508426317962354,"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."}}