{"id":"W1975342271","doi":"10.1115/pvp2008-61644","title":"Investigation, Analysis and Mitigation of Combustion Driven Vibration in a Sulfur Recovery Burner Assembly","year":2008,"lang":"en","type":"article","venue":"","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aecom (Canada)","funders":"","keywords":"Combustor; Vibration; Combustion; Resonance (particle physics); Mechanical engineering; Reliability (semiconductor); Gas burner; Acoustics; Engineering; Environmental science; Nuclear engineering; Physics; Chemistry","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":[0.00007350949,0.00007941332,0.0001761817,0.0003252453,0.00003196051,0.000006035113,0.00002337796,0.00004550767,0.00000855599],"category_scores_gemma":[0.00002271299,0.00008083937,0.0000322459,0.0007223868,0.0000496152,0.0002735178,0.000004053651,0.00005083593,0.000001561524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004123236,"about_ca_system_score_gemma":0.000009931468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018605,"about_ca_topic_score_gemma":0.0007537296,"domain_scores_codex":[0.9994547,0.0000337497,0.000234099,0.0001033638,0.00009637803,0.00007764745],"domain_scores_gemma":[0.9997806,0.00005994411,0.00001593625,0.00006816503,0.00004887025,0.00002648553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007035904,0.00001277475,0.7811736,0.0000648018,0.0002959126,0.00000204055,0.002599305,0.1448152,0.0698253,0.0005452211,0.0001820288,0.0004767257],"study_design_scores_gemma":[0.0002182608,0.00002193546,0.8742791,0.00001237802,0.00005724531,0.000001011693,0.00007838679,0.07300021,0.05206618,0.0001771883,0.000003657192,0.00008447895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621293,0.000115232,0.03688007,0.00009721542,0.00002742552,0.0001020885,0.000003732699,0.00005386521,0.000591106],"genre_scores_gemma":[0.9976123,0.0004285511,0.001861461,0.0000193088,0.00001066616,0.00001354674,0.00002776413,0.000007367097,0.00001903395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09310541,"threshold_uncertainty_score":0.3296534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150713091790617,"score_gpt":0.2034854671083222,"score_spread":0.1884141579292604,"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."}}