{"id":"W2073427403","doi":"10.4028/www.scientific.net/amr.538-541.610","title":"Investigation on Complex Pressure Fluctuations in a Gas-Solids Circulating Fluidized Bed Rieser","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Division of Materials Research","keywords":"Amplitude; Fluidized bed combustion; Mechanics; Materials science; Mass flux; Inlet; Flux (metallurgy); Phase (matter); Flow (mathematics); Thermodynamics; Fluidized bed; Chemistry; Physics; Engineering; Optics; Mechanical engineering","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":[0.001282762,0.0001893395,0.0002893211,0.0003460973,0.0001717014,0.00008848018,0.0001977245,0.0001288773,0.000418244],"category_scores_gemma":[0.0003974918,0.0001911691,0.00003328353,0.0005470146,0.00009631065,0.0004563496,0.00006929949,0.0002714037,0.0001869023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088462,"about_ca_system_score_gemma":0.00002683188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006206047,"about_ca_topic_score_gemma":0.0000141217,"domain_scores_codex":[0.9977407,0.0003153758,0.0004065297,0.0002238885,0.0005095427,0.0008039392],"domain_scores_gemma":[0.9990935,0.0002147527,0.00002606222,0.0003773766,0.0001226484,0.0001656511],"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":[0.00004572227,0.00002196297,0.0002623349,0.0001287087,0.00001675541,0.000002905749,0.000663582,0.0007199707,0.9954169,0.001687251,0.0004081382,0.0006257546],"study_design_scores_gemma":[0.0009601826,0.00003754724,0.002311896,0.00009304289,0.000007337187,0.00000361567,0.00008461368,0.001590438,0.9900723,0.00165557,0.002962791,0.0002207038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997389,0.0003069549,0.0002102068,0.0001321998,0.0003601905,0.0006228951,0.00005178553,0.0001927778,0.0007340127],"genre_scores_gemma":[0.9970369,0.00007116274,0.002134274,0.00003932798,0.0002205736,0.0002574241,0.000145541,0.00006311858,0.00003163159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005344651,"threshold_uncertainty_score":0.7795648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09270316191221688,"score_gpt":0.3335249466541946,"score_spread":0.2408217847419777,"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."}}