{"id":"W1558775752","doi":"","title":"THE EFFECTS OF DISTRIBUTOR DESIGN ON THE SOLIDS DISTRIBUTION IN A CFB RISER","year":2010,"lang":"en","type":"article","venue":"","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Distributor; Environmental science; Distribution (mathematics); Waste management; Engineering; Mechanical engineering; Mathematics","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":[0.000306311,0.00008981817,0.00008767929,0.00001242567,0.00006271463,0.00002218902,0.0001592483,0.00006515582,0.00001930543],"category_scores_gemma":[0.0002038068,0.00004473425,0.00004802421,0.0001273858,0.00004717332,0.00002694837,0.00001381942,0.0002286649,0.00002458426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001795295,"about_ca_system_score_gemma":0.000007658555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001260149,"about_ca_topic_score_gemma":0.00002655213,"domain_scores_codex":[0.9994782,0.00004328362,0.0001263212,0.00006729033,0.000106597,0.0001783514],"domain_scores_gemma":[0.9990801,0.0006150816,0.00001108891,0.0002510005,0.00001613636,0.00002661393],"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":[0.00007918174,0.0001187258,0.001274964,0.0001023338,0.00006428772,0.000008982299,0.0002109427,0.0003683285,0.8805256,0.07744517,0.02771359,0.01208783],"study_design_scores_gemma":[0.0006064246,0.000088569,0.008872191,0.00003241703,0.00001720638,0.00000179962,0.000022977,0.02300597,0.9547923,0.00137068,0.01102868,0.0001607463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255762,0.0001068626,0.07205235,0.0002615012,0.0006777237,0.0004220086,0.00001732686,0.00009698138,0.000789019],"genre_scores_gemma":[0.9997765,0.00002463954,0.00005076742,0.00001455639,0.00003702637,0.00004214219,0.000009013767,0.00000964534,0.00003571582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0760745,"threshold_uncertainty_score":0.182421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004109510957686522,"score_gpt":0.1813465739464,"score_spread":0.1772370629887135,"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."}}