{"id":"W2037461799","doi":"10.1002/cjce.5450820205","title":"Factors Affecting Stable Operation of Counter‐current Multistage Fluidized Bed of Solid‐liquid System — Dimensions of Downspout","year":2004,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluidized bed; Pressure drop; Mechanics; Materials science; Current (fluid); Flow (mathematics); Liquid flow; Chromatography; Nuclear engineering; Thermodynamics; Engineering; Waste management; Chemistry; 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":[0.0004742034,0.000250978,0.0002938787,0.0003337357,0.0003742242,0.0009066465,0.0002749497,0.0002454717,0.0007882896],"category_scores_gemma":[0.002256708,0.0002527608,0.0001683957,0.0002337143,0.0003207646,0.0007520166,0.0003024733,0.0002565486,0.000225507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004264706,"about_ca_system_score_gemma":0.0005236254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322898,"about_ca_topic_score_gemma":0.001888821,"domain_scores_codex":[0.9996413,0.00005747193,0.00003685261,0.00005599056,0.0001400093,0.00006843047],"domain_scores_gemma":[0.9984115,0.0007662448,0.0003121734,0.00007460154,0.0003197678,0.00011555],"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":[0.001557655,0.0001758891,0.01279714,0.0002129966,0.00002208913,0.000246468,0.0001349021,0.008639624,0.9557464,0.0005389432,0.0002852335,0.01964263],"study_design_scores_gemma":[0.00006128942,0.0008444319,0.04428732,0.00001744716,0.00005561339,0.0001779121,0.0001877409,0.02424862,0.9278244,0.0002398292,0.002018548,0.00003686996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938948,0.0004469228,0.004834614,0.00004824538,0.00002300325,0.00003486377,0.00006411963,0.0000617996,0.0005916523],"genre_scores_gemma":[0.9981506,0.0001254182,0.001452347,0.000008779323,0.000005020899,0.00001661708,0.00006530903,0.00001160681,0.000164209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001322898,"threshold_uncertainty_score":0.003094256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108293148761857,"score_gpt":0.204404124572169,"score_spread":0.1935748096959833,"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."}}