{"id":"W4289345960","doi":"10.3390/pr10081516","title":"CFD Modelling of Calcination in a Rotary Lime Kiln","year":2022,"lang":"en","type":"article","venue":"Processes","topic":"Coal Combustion and Slurry Processing","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Calcination; Kiln; Rotary kiln; Computational fluid dynamics; Heat transfer; Materials science; Mass transfer; Lime; Mechanics; Convection; Waste management; Chemical engineering; Chemistry; Engineering; Metallurgy; Catalysis; Physics","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":[0.00009736524,0.00005723425,0.00008594623,0.0001252601,0.00004961347,0.000009454211,0.00008209474,0.00001526162,0.00008419152],"category_scores_gemma":[0.00002378758,0.00006635155,0.00001247036,0.0004841608,0.000006861121,0.0001274791,0.00003074604,0.0001224182,0.000001597705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004052998,"about_ca_system_score_gemma":0.00004009981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001952404,"about_ca_topic_score_gemma":0.00001472545,"domain_scores_codex":[0.9995346,0.00000968545,0.0001499236,0.00007976819,0.0001311939,0.00009484068],"domain_scores_gemma":[0.999839,0.00002856361,0.00002168091,0.00005139241,0.00004276634,0.00001656059],"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":[0.0000064841,0.00002604657,0.000548143,0.0008390068,0.000002803517,0.000001822669,0.0008916862,0.9934557,0.0002524031,0.0000488288,0.00003222849,0.003894851],"study_design_scores_gemma":[0.000198713,0.00002231988,0.00009483245,0.00004823591,0.000004904473,0.000004060355,0.0004225442,0.9906626,0.004523485,0.0013489,0.002551568,0.000117841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9014198,0.008710181,0.08407999,0.000118336,0.000166932,0.0001548798,0.000008754005,0.0002688679,0.005072327],"genre_scores_gemma":[0.9992493,0.00009802602,0.0005051163,0.00002054473,0.00001290358,0.00003277129,0.000006564364,0.00001221001,0.00006253796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0978296,"threshold_uncertainty_score":0.2705738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920679696921505,"score_gpt":0.2112961551073478,"score_spread":0.1820893581381327,"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."}}