{"id":"W2321229987","doi":"10.1021/ef400783d","title":"Modeling of Sootblower Jets and the Impact on Deposit Removal in Industrial Boilers","year":2013,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computational fluid dynamics; Nozzle; Jet (fluid); Fluent; Mechanical engineering; Heat transfer; Superheater; Tube (container); Heat exchanger; Mechanics; Fouling; Industrial gas; Environmental science; Engineering; Physics; Chemistry; Turbine","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":[0.00008538849,0.00009303443,0.0001375577,0.00006925465,0.00001713373,0.00002076983,0.00007020382,0.0000780758,0.00004139122],"category_scores_gemma":[0.00001739949,0.00006347549,0.00004711386,0.00009362277,0.00002578162,0.0000586278,0.00001880557,0.0001358882,0.000002768853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003417754,"about_ca_system_score_gemma":0.000007556815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148053,"about_ca_topic_score_gemma":0.0000798352,"domain_scores_codex":[0.9995319,0.00002400701,0.0001596506,0.00007630121,0.00008022374,0.0001279077],"domain_scores_gemma":[0.9997592,0.00004803026,0.0000141643,0.0001276773,0.00001335819,0.00003757844],"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":[0.00005158623,0.00001229388,0.0001635264,0.000003761035,0.00002578527,0.000002961491,0.0001894203,0.9798267,0.002245114,0.001560392,0.0001295931,0.01578879],"study_design_scores_gemma":[0.001071282,0.00001839997,0.0005245081,0.00002897312,0.000004822129,0.000005143544,0.00004074847,0.9968075,0.0008026308,0.0005606438,0.0000531769,0.00008220645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937915,0.0001482123,0.001859058,0.00004801528,0.000147418,0.00005400821,0.000001369839,0.0000326644,0.003917752],"genre_scores_gemma":[0.9996727,0.00007814852,0.00007678625,0.00002722608,0.0000535262,0.00000723269,0.000002767444,0.00001391359,0.00006766331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698069,"threshold_uncertainty_score":0.2588455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011419881457811,"score_gpt":0.2052821780629301,"score_spread":0.1938622966051191,"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."}}