{"id":"W3132561464","doi":"10.1002/cjce.24070","title":"Modelling and validation of a gas‐solid fluidized bed using advanced measurement techniques","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pressure drop; Fluidized bed; Dimensionless quantity; Mechanics; Computational fluid dynamics; Fluidization; Solid mechanics; Materials science; Multiphase flow; Ranging; Inlet; CFD-DEM; Thermodynamics; Mechanical engineering; Engineering; Physics; Composite material","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":[0.0009909718,0.0007912377,0.0008741698,0.0004993021,0.0004696019,0.001157484,0.001146512,0.001135308,0.0005892649],"category_scores_gemma":[0.001158105,0.0003299756,0.0006221798,0.0003890698,0.0007073554,0.0005737637,0.0006056172,0.0006228028,0.0001761828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008242445,"about_ca_system_score_gemma":0.00139988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01127058,"about_ca_topic_score_gemma":0.004812894,"domain_scores_codex":[0.9994047,0.0001390487,0.00005570762,0.00009763165,0.0002361782,0.00006671764],"domain_scores_gemma":[0.9994938,0.0002498671,0.00005341808,0.00005998514,0.0001189044,0.00002396569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001319321,0.000186507,0.003011167,0.0001259928,0.00002420994,0.00009171509,0.00004496022,0.9598443,0.02599607,0.0007372175,0.00006682655,0.009739191],"study_design_scores_gemma":[0.00001725879,0.00008435598,0.0007002716,0.000006320859,0.00000538881,0.000008124516,0.000008388294,0.9816835,0.0172557,0.00008432589,0.0001380995,0.000008357759],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446386,0.0002423127,0.1522829,0.0001010145,0.00005667509,0.0001726308,0.0003313644,0.0004703756,0.001704055],"genre_scores_gemma":[0.9815691,0.00009633716,0.01771577,0.000008855038,0.000002661032,0.0000826906,0.0001581505,0.000009455093,0.0003570087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01127058,"threshold_uncertainty_score":0.02240998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904627090756258,"score_gpt":0.2032535732707449,"score_spread":0.1842073023631823,"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."}}