{"id":"W166197139","doi":"","title":"Optimization of unsteady aerodynamic forces for aeroservoelastic analysis","year":2001,"lang":"en","type":"article","venue":"","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerodynamic force; Realization (probability); Aerodynamics; Domain (mathematical analysis); State space; Mathematics; Elasticity (physics); Dimension (graph theory); Control theory (sociology); Computer science; Mathematical analysis; Physics; Engineering; Aerospace engineering; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004547568,0.0006485441,0.0004899461,0.0003193936,0.0002208697,0.0006681108,0.0003666451,0.0005058335,0.002294739],"category_scores_gemma":[0.001097495,0.0003433139,0.0004979622,0.0002066101,0.0005141226,0.0004305936,0.0007371433,0.0007381503,0.0002725514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006122558,"about_ca_system_score_gemma":0.0006277598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916924,"about_ca_topic_score_gemma":0.002599747,"domain_scores_codex":[0.9998294,0.00005860169,0.000005816397,0.0000186732,0.00005972952,0.00002777106],"domain_scores_gemma":[0.9997326,0.0001798319,0.00002653998,0.00001435066,0.00003289544,0.00001373894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004746055,0.00002192622,0.0002790787,0.00003341198,0.00001278063,0.00001942559,0.00002724965,0.9780754,0.002324027,0.007175799,0.0002478866,0.01173551],"study_design_scores_gemma":[0.000001967833,0.000009920514,0.0000506462,0.000002236971,9.986213e-7,0.000001610288,0.000004308286,0.9982475,0.0002394125,0.001289124,0.0001509682,0.000001389782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05334872,0.000229563,0.9411405,0.000213696,0.00001865188,0.00003343198,0.00006369714,0.0001432661,0.004808492],"genre_scores_gemma":[0.9160421,0.0002404473,0.07949936,0.00003780176,0.00001723539,0.0001077177,0.0001220647,0.00007967511,0.003853563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002916924,"threshold_uncertainty_score":0.007676721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007825210137250781,"score_gpt":0.2110000778228325,"score_spread":0.2031748676855817,"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."}}