{"id":"W4407416714","doi":"10.2514/6.2025-0427","title":"Withdrawn: Design and Wind Tunnel Testing of a Whirl Flutter Model to Evaluate Distributed Propulsion Arrangements","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Flutter; Propulsion; Wind tunnel; Aerospace engineering; Aerodynamics; Computer science; Aeronautics; Marine engineering; Engineering; Automotive engineering","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":[0.000468042,0.0003895862,0.0002892006,0.0002783888,0.0005472698,0.0004589803,0.001039948,0.0008821082,0.01103907],"category_scores_gemma":[0.000845202,0.0002080901,0.0004140621,0.000141007,0.0003703571,0.0006689053,0.0003190655,0.0004534523,0.001481613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004620582,"about_ca_system_score_gemma":0.0006171777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005761956,"about_ca_topic_score_gemma":0.007281253,"domain_scores_codex":[0.9997967,0.00002463838,0.000007679788,0.00003061801,0.0001216148,0.000018915],"domain_scores_gemma":[0.9993606,0.0001387198,0.00003952206,0.0001343048,0.0002503635,0.00007636319],"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":[0.002681749,0.0009074085,0.009068006,0.0004081592,0.0000861765,0.0008130603,0.0003417718,0.483697,0.4154514,0.003159433,0.0119927,0.07139305],"study_design_scores_gemma":[0.0008214248,0.004307604,0.009766203,0.00005479234,0.0000781158,0.0001717353,0.0002671345,0.8057051,0.167453,0.0008888346,0.010416,0.00007009183],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903561,0.0001045242,0.07466894,0.0003590804,0.0001932793,0.0003801964,0.001594109,0.001847918,0.01729088],"genre_scores_gemma":[0.9773529,0.00003069382,0.01293403,0.00004146613,0.000008029397,0.00008262662,0.0007072142,0.0001533019,0.008689805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103907,"threshold_uncertainty_score":0.03692937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543245911132181,"score_gpt":0.270175295860175,"score_spread":0.2347428367488532,"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."}}