{"id":"W4317584404","doi":"10.2514/6.2023-1062","title":"Design of an optically accessible single cup sector of a full-scale annular gas turbine combustor","year":2023,"lang":"en","type":"article","venue":"AIAA SCITECH 2023 Forum","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Combustor; Combustion chamber; Materials science; Casing; Pressure drop; Turbine; Combustion; Mechanical engineering; Mechanics; Optics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004241265,0.0003756951,0.0003202803,0.0003714883,0.0002879553,0.0004721316,0.0009539229,0.0003243264,0.002584703],"category_scores_gemma":[0.0003310731,0.0002566374,0.0003032641,0.00009075011,0.0002620929,0.0003259895,0.000668856,0.0002843441,0.0009648789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565112,"about_ca_system_score_gemma":0.0006984979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004674172,"about_ca_topic_score_gemma":0.0005829195,"domain_scores_codex":[0.9997466,0.00001635307,0.0000166523,0.00006855257,0.0001161053,0.00003564937],"domain_scores_gemma":[0.9997177,0.00002930501,0.00005404496,0.00006192002,0.00007901956,0.00005814796],"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":[0.0006599611,0.0002175827,0.005336662,0.0004708896,0.0000257691,0.0005307875,0.0001474627,0.0131275,0.9075797,0.00289949,0.002057539,0.06694677],"study_design_scores_gemma":[0.0002479532,0.003907939,0.03227349,0.00009154254,0.00009888343,0.002033457,0.0002036713,0.1415834,0.7712194,0.0007453465,0.0474151,0.0001797947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6123495,0.0006978349,0.3668526,0.0002218289,0.0002567521,0.001507442,0.00136747,0.003653452,0.01309305],"genre_scores_gemma":[0.8184478,0.000143479,0.1776466,0.00004764857,0.00002143366,0.0003583787,0.0003392067,0.00007479562,0.002920564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002584703,"threshold_uncertainty_score":0.008646667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859727234836904,"score_gpt":0.2317692003045299,"score_spread":0.2131719279561608,"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."}}