{"id":"W4281866781","doi":"10.2514/1.c036846","title":"Aircraft Flutter and Aerodynamic Work","year":2022,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Flutter; Aeroelasticity; Airspeed; Aerodynamics; Aerodynamic force; Aerospace engineering; Control theory (sociology); Engineering; Work (physics); Computer science; Structural engineering; Mechanical 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":[0.0002035463,0.0004325224,0.0002537765,0.001127326,0.0004100896,0.00133301,0.0003628387,0.0005125813,0.004194077],"category_scores_gemma":[0.0009458822,0.0001672115,0.0004229391,0.0005965471,0.0009107487,0.001012971,0.001352113,0.0005015014,0.0008718598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003021836,"about_ca_system_score_gemma":0.0001598692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007630195,"about_ca_topic_score_gemma":0.0005152419,"domain_scores_codex":[0.9996469,0.00006043132,0.00001671129,0.00007393828,0.0001563133,0.00004568482],"domain_scores_gemma":[0.9997846,0.00009229843,0.00003147351,0.00004126507,0.00003437166,0.00001606708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001835957,0.00008099745,0.008115401,0.0004140934,0.00007605452,0.0008271161,0.001284646,0.3552964,0.06789187,0.3794197,0.002550815,0.1838591],"study_design_scores_gemma":[0.00002950112,0.0004493509,0.03960934,0.0002925667,0.00004611041,0.002218662,0.001069846,0.5867128,0.02514995,0.2476058,0.09662512,0.0001908451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4546557,0.006338358,0.3874216,0.0006767779,0.0004491167,0.00008167825,0.000485504,0.000476264,0.149415],"genre_scores_gemma":[0.9514601,0.002345261,0.02142273,0.00008443918,0.0001623263,0.00006414,0.0002429006,0.0002153789,0.02400279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004194077,"threshold_uncertainty_score":0.01403058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004921243277216424,"score_gpt":0.1811698877695782,"score_spread":0.1762486444923618,"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."}}