{"id":"W4405099044","doi":"10.22215/etd/2024-16183","title":"Development and Comparative Analysis of Wind-Tunnel Test Setups for Inter-Turbine Duct Studies","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Vehicle Noise and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Pratt and Whitney Canada","keywords":"Wind tunnel; Turbine; Engineering; Duct (anatomy); Aerospace engineering; Marine engineering; Aeronautics; Medicine","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":[0.003536214,0.001041689,0.0006072507,0.001409278,0.0006022514,0.0005793726,0.001160199,0.0004982012,0.003415798],"category_scores_gemma":[0.004223077,0.0004370474,0.0003785937,0.0007487408,0.0003880097,0.000858759,0.0008903591,0.0005409474,0.0006671037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003930398,"about_ca_system_score_gemma":0.0007217643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000572543,"about_ca_topic_score_gemma":0.00243837,"domain_scores_codex":[0.9985078,0.0003565784,0.0001716574,0.000141841,0.0006853097,0.0001368835],"domain_scores_gemma":[0.9953507,0.0009924431,0.0004827293,0.0007597049,0.002129086,0.0002854539],"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":[0.001187733,0.001305545,0.02201286,0.001495266,0.00005951381,0.0004485593,0.0005535716,0.03148539,0.8232127,0.002087922,0.001481884,0.1146692],"study_design_scores_gemma":[0.0003153817,0.01013441,0.0784424,0.0003548153,0.0001510444,0.0009020989,0.0009209093,0.04314469,0.8470441,0.0005416167,0.01786725,0.0001813501],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6454494,0.0007442031,0.3399989,0.0001024622,0.0002341863,0.003215997,0.003391534,0.001786596,0.00507669],"genre_scores_gemma":[0.7882773,0.0005397547,0.2041077,0.00004999063,0.00002385492,0.002149537,0.00248644,0.0002842449,0.002081181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003536214,"threshold_uncertainty_score":0.01870149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04964103884140351,"score_gpt":0.317319477186124,"score_spread":0.2676784383447204,"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."}}