{"id":"W2322803291","doi":"10.1021/ie101141f","title":"Effect of Change in Fluidizing Gas on Riser Hydrodynamics and Evaluation of Scaling Laws","year":2011,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mechanics; Drag; Scaling; Computational fluid dynamics; Reynolds number; Pressure drop; Fluidization; Range (aeronautics); Momentum (technical analysis); Particle (ecology); Thermodynamics; Materials science; Physics; Fluidized bed; Turbulence; Geology; 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":[0.003772826,0.0001633282,0.0002917101,0.0002048944,0.00001961718,0.000009519325,0.0001610356,0.0002806023,0.00003651659],"category_scores_gemma":[0.0004519502,0.0001684752,0.00004854378,0.0004489474,0.0000500561,0.00007396936,0.00005076456,0.0006255362,0.000001597805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127573,"about_ca_system_score_gemma":0.00002691102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001411099,"about_ca_topic_score_gemma":0.000001846132,"domain_scores_codex":[0.9984444,0.0001016679,0.0003136875,0.0001878926,0.0006083108,0.0003440231],"domain_scores_gemma":[0.9993176,0.0002342417,0.00002374775,0.000241802,0.00009836876,0.00008425593],"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":[0.0000949744,0.00002613644,0.001153076,0.0004507361,0.00003025208,0.000004860123,0.0003383265,0.006009688,0.9812016,0.00001362386,0.0000118269,0.01066486],"study_design_scores_gemma":[0.001163453,0.00007770295,0.0001832272,0.0003121486,0.00001813118,0.000001891258,0.00001076924,0.2371929,0.7609158,0.00000715842,0.0000173184,0.00009950718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984439,0.0003880957,0.000006825301,0.000004434909,0.0001037729,0.0003613087,0.00001049525,0.00004236209,0.0006387922],"genre_scores_gemma":[0.9996578,0.00005208363,0.00001891332,2.98482e-7,0.0001567678,0.00006646657,0.000009020442,0.00003624038,0.000002447101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2311832,"threshold_uncertainty_score":0.6870219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1971058292358652,"score_gpt":0.3519143557750041,"score_spread":0.1548085265391389,"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."}}