{"id":"W2171435689","doi":"10.4028/www.scientific.net/amr.354-355.338","title":"Experimental Investigation on Flow Patterns of Cylindrical-Conical Spout-Fluidizing Bed","year":2011,"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":"","funders":"University of British Columbia","keywords":"Slugging; Fluidized bed; Fluidization; Flow (mathematics); Conical surface; Jet (fluid); Mechanics; Materials science; Aeration; Geotechnical engineering; Geology; Engineering; Composite material; Physics; Waste management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005459017,0.0001671005,0.0002858342,0.0001895692,0.00007214455,0.00002696317,0.0002489401,0.000123212,0.0005426524],"category_scores_gemma":[0.00008246786,0.0001587197,0.00005024564,0.0001731798,0.00009969463,0.0001696379,0.00008360684,0.0001977246,0.0001365624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008300583,"about_ca_system_score_gemma":0.0000213333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005853981,"about_ca_topic_score_gemma":0.000002656139,"domain_scores_codex":[0.9982932,0.0001530156,0.0003933533,0.0002545421,0.0004453452,0.0004604966],"domain_scores_gemma":[0.9992871,0.00008826986,0.00002602593,0.0003688206,0.0000901204,0.0001396677],"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":[0.0001411718,0.00005835824,0.00009594527,0.00007812523,0.00001604892,0.00001332057,0.0005934121,0.00004467364,0.9969828,0.0008744143,0.00006100391,0.001040704],"study_design_scores_gemma":[0.0006584639,0.0002288428,0.0004900061,0.0000955047,0.000003546569,0.000002662078,0.00009666988,0.0002475016,0.9974334,0.0003855397,0.0002044058,0.0001534811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977348,0.0001505226,0.0005139348,0.00001554057,0.0003930395,0.0003096389,0.00005171105,0.0001219343,0.0007088628],"genre_scores_gemma":[0.9962921,0.00007310383,0.003331853,0.00001936709,0.0000881568,0.00008538413,0.00003733792,0.00005338014,0.00001931849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002817918,"threshold_uncertainty_score":0.6472401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036680157815613,"score_gpt":0.3220105321684332,"score_spread":0.2183425163868719,"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."}}