{"id":"W3177241624","doi":"10.3390/pr9071150","title":"Effect of a Baffle on Bubble Distribution in a Bubbling Fluidized Bed","year":2021,"lang":"en","type":"article","venue":"Processes","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; Syncrude","keywords":"Baffle; Mechanics; Fluidized bed; Bubble; Materials science; Inlet; Flow (mathematics); Jet (fluid); Agglomerate; Turbulence; Fluidization; Thermodynamics; Mechanical engineering; Physics; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001803074,0.0001163022,0.0002274407,0.00005337123,0.00002057703,0.00001601449,0.00006941065,0.00006293988,0.00002699539],"category_scores_gemma":[0.0003924818,0.0001077348,0.00004118493,0.0005857492,0.00001287559,0.0000733715,0.00001519573,0.00009646336,0.00001594538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003305946,"about_ca_system_score_gemma":0.00004093387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000596062,"about_ca_topic_score_gemma":0.00001365475,"domain_scores_codex":[0.9993486,0.00003348518,0.000178526,0.0001342586,0.0001296778,0.000175409],"domain_scores_gemma":[0.9996017,0.0001564641,0.00001534288,0.0001226295,0.00007084989,0.0000330272],"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":[0.0002849875,0.000186081,0.003927792,0.01199832,0.0000634282,0.00007152207,0.0004685929,0.001279011,0.9687139,0.0001873855,0.0006457929,0.01217323],"study_design_scores_gemma":[0.0009635116,0.00008995093,0.00003470933,0.0002014821,0.00001635014,0.000003951629,0.00001408237,0.001457983,0.9961106,0.00007402225,0.0009279189,0.000105401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935494,0.004554376,0.001056076,0.00002279495,0.0001050826,0.0001113468,0.00002154366,0.0001182813,0.0004610798],"genre_scores_gemma":[0.9994024,0.0003477464,0.00007181693,0.000006966392,0.00002871771,0.0000357217,0.00008176702,0.00001722992,0.000007615988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02739679,"threshold_uncertainty_score":0.4393297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004840181306828866,"score_gpt":0.2212802348608912,"score_spread":0.2164400535540623,"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."}}