{"id":"W2537894467","doi":"10.1016/j.proci.2016.08.032","title":"Non-stationary local thermoacoustic phase relationships in a gas turbine combustor","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Combustion Institute","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combustor; Nozzle; Amplitude; Mechanics; Phase (matter); Materials science; Thermodynamics; Physics; Chemistry; Combustion; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002340916,0.0002405004,0.0003461869,0.0003582993,0.0005915798,0.0005669286,0.0004947975,0.0005973541,0.001544384],"category_scores_gemma":[0.0009520122,0.0002983194,0.0001923032,0.0002317003,0.001339291,0.0009380741,0.0005482145,0.000577089,0.0001833472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950055,"about_ca_system_score_gemma":0.0002937647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435756,"about_ca_topic_score_gemma":0.001281927,"domain_scores_codex":[0.9999418,0.00001589969,0.000002341877,0.00001234599,0.0000183215,0.000009189216],"domain_scores_gemma":[0.9997327,0.0001395432,0.00002759251,0.00001480803,0.00003767642,0.00004762809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002020335,0.000719808,0.01294414,0.0001952861,0.00009238124,0.004707311,0.001453087,0.5533372,0.3513864,0.04467195,0.001704924,0.02676727],"study_design_scores_gemma":[0.00006452073,0.0002194179,0.005744912,0.000005665522,0.00001484084,0.0002282952,0.0001896983,0.9782972,0.01143411,0.003387561,0.0003822598,0.00003155325],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784076,0.0001405775,0.01564013,0.0002116264,0.0000278474,0.00002346774,0.0000236682,0.00010385,0.005421287],"genre_scores_gemma":[0.9980525,0.00002613282,0.0006267723,0.00001287675,0.00001046187,0.00000414316,0.000008468312,0.00001444743,0.001244267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001544384,"threshold_uncertainty_score":0.005166471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534347224966085,"score_gpt":0.2236657064031207,"score_spread":0.2083222341534599,"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."}}