{"id":"W4410246656","doi":"10.1016/j.powtec.2025.121099","title":"Formulation of hetero-aggregates in opposed jet fluidized beds","year":2025,"lang":"en","type":"article","venue":"Powder Technology","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Jet (fluid); Fluidized bed; Fluidization; Environmental science; Materials science; Petroleum engineering; Mechanics; Chemical engineering; Chemistry; Process engineering; Waste management; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005818376,0.00008183694,0.0001645787,0.00056711,0.00001704727,0.000005646375,0.000110165,0.0001628047,0.000009963931],"category_scores_gemma":[0.00003490077,0.00007970336,0.00002043446,0.0005376021,0.00002550554,0.00005393631,0.00002839812,0.000124612,0.000003825841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000300539,"about_ca_system_score_gemma":0.000007869471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001254434,"about_ca_topic_score_gemma":0.00002326168,"domain_scores_codex":[0.999513,0.000004882859,0.0001972391,0.00009514121,0.00003661655,0.0001531709],"domain_scores_gemma":[0.9997978,0.00002073622,0.00002091919,0.0001337305,0.0000181609,0.000008612883],"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":[0.00002591508,0.00005614943,0.05914269,0.0005415198,0.00007134381,0.000005777941,0.000373659,0.003898199,0.8273122,0.01660399,0.0005459669,0.09142265],"study_design_scores_gemma":[0.001321423,0.00004012186,0.00235548,0.0003185423,0.00001549899,0.000004866709,0.0001491322,0.03674306,0.9329675,0.02354978,0.002313959,0.0002205963],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951092,0.001431951,0.0008722744,0.0003485392,0.0001051308,0.0000704881,0.000001298069,0.0003474343,0.00171367],"genre_scores_gemma":[0.999057,0.00003782343,0.0007854024,0.00001509761,0.000005815889,0.00001221336,0.00000395766,0.000008968464,0.0000737135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1056554,"threshold_uncertainty_score":0.3250209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006611571066441013,"score_gpt":0.2344824211520911,"score_spread":0.2278708500856501,"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."}}