{"id":"W2086718836","doi":"10.1115/imece2005-79162","title":"Challenges of Investigating Fluid-Elastic Lock-In of a Shallow Cavity and a Cantilevered Beam at Low Mach Numbers","year":2005,"lang":"en","type":"article","venue":"Noise Control and Acoustics","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Mach number; Instability; Resonator; Mechanics; Cantilever; Boundary layer; Materials science; Shear (geology); Vibration; Acoustics; Physics; Optics; Composite material","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":[0.002018965,0.0003894189,0.0008808399,0.0003615735,0.0007070862,0.001164373,0.0008420484,0.001267514,0.001108271],"category_scores_gemma":[0.003672605,0.0003934175,0.0002835134,0.0002463439,0.001976844,0.002038284,0.00106105,0.0009870026,0.0003409463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004863843,"about_ca_system_score_gemma":0.0006001585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004457152,"about_ca_topic_score_gemma":0.0004902214,"domain_scores_codex":[0.9993227,0.0001833623,0.00003621868,0.0001498689,0.0002161307,0.00009184248],"domain_scores_gemma":[0.9970298,0.001986954,0.0002863117,0.0002666048,0.0002913046,0.0001389715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002903746,0.0002803291,0.007319854,0.0004691311,0.00004750019,0.0004618478,0.0005433968,0.03377659,0.8940464,0.02171207,0.000274408,0.04077802],"study_design_scores_gemma":[0.00009541504,0.001179793,0.01337411,0.00007498518,0.00004594947,0.0006097053,0.001197416,0.3146535,0.6243821,0.03969448,0.004557894,0.0001345198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7743775,0.002058943,0.2164838,0.001203352,0.00009484396,0.000152518,0.000117059,0.0002806911,0.005231423],"genre_scores_gemma":[0.9592245,0.0007230706,0.03872908,0.00009644858,0.00004052755,0.0001384786,0.00004798425,0.00002072135,0.0009792638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002018965,"threshold_uncertainty_score":0.0106774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00727400231073393,"score_gpt":0.1993324361966311,"score_spread":0.1920584338858972,"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."}}