{"id":"W1577401329","doi":"","title":"TIME-SCALE ANALYSIS OF A FLUIDIZED-BED CATALYTIC REACTOR BASED ON A GENERALIZED DYNAMIC MODEL","year":2007,"lang":"en","type":"article","venue":"","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fluidized bed; Mass transfer; Mechanics; Residence time (fluid dynamics); Chemical reactor; Chemistry; Thermodynamics; Process engineering; Engineering; Physics","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":[0.0003567623,0.0002340647,0.0005262942,0.0007279998,0.00002478971,0.00001306183,0.0001837899,0.0001375091,0.0002353591],"category_scores_gemma":[0.00002014396,0.0002110119,0.0003376158,0.001316514,0.00004004134,0.00005924589,0.0000154117,0.0001106574,0.00006210459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080934,"about_ca_system_score_gemma":0.00002783455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005169931,"about_ca_topic_score_gemma":0.0001307747,"domain_scores_codex":[0.998646,0.00001678006,0.0004401762,0.0002405566,0.0003005822,0.0003559151],"domain_scores_gemma":[0.9991257,0.00008113888,0.00003455061,0.0005494887,0.0000700039,0.0001391418],"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":[0.0001047625,0.00009100148,0.00007866071,0.00003102384,0.0004556681,0.000006136129,0.0001234422,0.1257173,0.8723036,0.00006859624,0.0004355821,0.000584295],"study_design_scores_gemma":[0.0008042821,0.00002373591,0.00009050198,0.000008401165,0.0005473733,3.906586e-7,0.000007984655,0.836132,0.1621329,0.0000131372,0.00003937501,0.0001998946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8373685,0.00006835822,0.1572277,0.0000201942,0.00005522039,0.0001617324,0.00005571482,0.0003296052,0.004712982],"genre_scores_gemma":[0.9915601,0.00001001776,0.00783171,0.00009556021,0.00001208225,0.000008243093,0.0002080707,0.00004723716,0.0002269622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7104148,"threshold_uncertainty_score":0.8604817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006620080478655897,"score_gpt":0.2182785792554404,"score_spread":0.2116584987767845,"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."}}