{"id":"W2076684238","doi":"10.5539/mas.v2n2p84","title":"Bed Expansion Characteristics of Liquid-Solid Fluidized Bed with Internals","year":2008,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluidized bed; Materials science; Mechanics; Fluidized bed combustion; Slip (aerodynamics); Expansion ratio; Range (aeronautics); Composite material; Waste management; Thermodynamics; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003222408,0.0002301393,0.0005614367,0.0003979194,0.0002175044,0.0004412676,0.0002599281,0.0002438775,0.0007901404],"category_scores_gemma":[0.0008412175,0.0001331926,0.0002389448,0.0003006909,0.0003275406,0.0004247418,0.0002901091,0.0003138437,0.0001668151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002784947,"about_ca_system_score_gemma":0.0001261618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006589275,"about_ca_topic_score_gemma":0.0006661139,"domain_scores_codex":[0.9997028,0.00003123648,0.00001546138,0.00003082025,0.000165416,0.00005431506],"domain_scores_gemma":[0.9993287,0.0002894119,0.0001167235,0.00003660801,0.0001663237,0.00006223515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001087003,0.0001023232,0.01008053,0.0002334294,0.00001919183,0.0003621706,0.0002199772,0.01171683,0.9610955,0.0003234717,0.00009960051,0.01465983],"study_design_scores_gemma":[0.00002518244,0.001001958,0.0403091,0.00001463289,0.00002939967,0.0002470509,0.0001516099,0.0568944,0.9003486,0.0001263101,0.0008163225,0.00003544939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949995,0.0002271498,0.004060643,0.00001250226,0.000007860549,0.000008376939,0.00005186068,0.00006437813,0.0005676942],"genre_scores_gemma":[0.9988121,0.00006209386,0.0006032862,0.000004930612,0.000002698884,0.000003689809,0.0001092345,0.000009222812,0.0003927827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007901404,"threshold_uncertainty_score":0.002643287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259890904969251,"score_gpt":0.2146441864221821,"score_spread":0.2020452773724895,"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."}}