{"id":"W2954531145","doi":"10.1016/j.expthermflusci.2019.109856","title":"Influences of initial and transient combustor wall-temperature on thermoacoustic oscillations of a small-scale power generator","year":2019,"lang":"en","type":"article","venue":"Experimental Thermal and Fluid Science","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Combustor; Mechanics; Amplitude; Transient (computer programming); Materials science; Limit cycle; Combustion chamber; Physics; Thermoacoustics; Combustion; Acoustics; 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":[0.0002891402,0.0002544869,0.0002893807,0.0001574426,0.0003466039,0.0003569519,0.0002574572,0.0003442163,0.002053337],"category_scores_gemma":[0.001539099,0.0001983589,0.0002251489,0.0001056905,0.0007221379,0.0003192517,0.0002176313,0.0004227496,0.0002342171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002781436,"about_ca_system_score_gemma":0.0002144264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008679876,"about_ca_topic_score_gemma":0.0007208981,"domain_scores_codex":[0.9998779,0.0000303774,0.00000522058,0.00002933001,0.00002557014,0.00003145391],"domain_scores_gemma":[0.9987896,0.0009320672,0.00005499818,0.00005290375,0.00007839491,0.00009210427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005134509,0.0001962396,0.007958643,0.0001539908,0.00004153682,0.0008635878,0.0005888116,0.02972219,0.9434055,0.0006492952,0.0004201376,0.01086566],"study_design_scores_gemma":[0.0001769629,0.001233317,0.05719717,0.00002633696,0.000104954,0.0002643648,0.0003979453,0.2598369,0.6795734,0.0003819373,0.0007342381,0.00007249746],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970018,0.00004218979,0.001970342,0.0000326448,0.0000125465,0.000004238398,0.00002998416,0.00006311881,0.0008431658],"genre_scores_gemma":[0.9997211,0.000008842009,0.00008902596,0.000003094285,0.000002183316,0.000001648574,0.00001053061,0.00001237753,0.0001511795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002053337,"threshold_uncertainty_score":0.006869137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007935640361837798,"score_gpt":0.2351916618717569,"score_spread":0.2272560215099191,"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."}}