{"id":"W2912173240","doi":"10.32964/tj14.1.51","title":"Recovery boiler sootblowers: History and technological advances","year":2015,"lang":"en","type":"article","venue":"TAPPI Journal","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Boiler (water heating); Superheater; Engineering; Nozzle; Process engineering; Waste management; Mechanical engineering; Petroleum engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001925521,0.0006102258,0.0005149588,0.002280645,0.0006408527,0.001857032,0.0008661526,0.0009666851,0.003157002],"category_scores_gemma":[0.001737152,0.0005789362,0.0005575346,0.003284783,0.001265336,0.002915872,0.001319131,0.001922181,0.001274378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001509301,"about_ca_system_score_gemma":0.001201748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002618446,"about_ca_topic_score_gemma":0.00206561,"domain_scores_codex":[0.9990419,0.0001115467,0.00008021326,0.0002535382,0.0004171337,0.00009552325],"domain_scores_gemma":[0.9987565,0.000359911,0.0001729674,0.00007696527,0.0005371307,0.00009652934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004912311,0.0002497206,0.004943768,0.006223347,0.00007020149,0.0003457436,0.0005127611,0.005058184,0.01748031,0.03743308,0.01392165,0.91327],"study_design_scores_gemma":[0.00002104781,0.0004815418,0.004704372,0.001273354,0.00005132382,0.0005333768,0.0003063941,0.001814711,0.01737312,0.006554095,0.9668034,0.00008331837],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03703822,0.9034092,0.0148266,0.005675733,0.0009922362,0.0000780638,0.0003816227,0.000205587,0.03739275],"genre_scores_gemma":[0.1670601,0.7969631,0.01611809,0.001607566,0.001099925,0.00007554401,0.0007819461,0.000154944,0.01613874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003157002,"threshold_uncertainty_score":0.01095074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601755078215228,"score_gpt":0.1951977086985288,"score_spread":0.1791801579163766,"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."}}