{"id":"W4391551157","doi":"10.1115/imece2023-112610","title":"Experimental Determination of Electromechanical Coupling Matrices for Active Vibration Control of Composite Structures","year":2023,"lang":"en","type":"article","venue":"","topic":"Material Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Composite number; Vibration control; Materials science; Vibration; Coupling (piping); Active vibration control; Control theory (sociology); Composite material; Control (management); Structural engineering; Computer science; Engineering; Physics; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000946381,0.00005095174,0.0001220096,0.0000385502,0.00005649716,0.00001742501,0.00008474305,0.00003013008,0.0001269249],"category_scores_gemma":[0.00001129754,0.00004012506,0.00002907646,0.00007444188,0.00002539781,0.00009456049,0.00001966633,0.0000111823,0.000004139636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001177726,"about_ca_system_score_gemma":0.00001130312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003109816,"about_ca_topic_score_gemma":0.000001259864,"domain_scores_codex":[0.9994985,0.000009466588,0.0002011507,0.0001072701,0.00009384659,0.00008974462],"domain_scores_gemma":[0.99966,0.00006192351,0.0001253302,0.00007268796,0.00006491511,0.00001516453],"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":[0.0001261096,0.0000181604,0.000002971917,0.00002898311,0.000002279759,2.050487e-8,0.00007022343,0.0001132288,0.992929,0.006499763,0.00001036537,0.0001988993],"study_design_scores_gemma":[0.0002902897,0.0001386875,0.0001822524,0.000005085471,0.00000799079,3.510717e-7,0.0001386272,0.04351503,0.9546644,0.001003004,0.00001198976,0.00004230064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187943,0.00001285851,0.08060586,0.00005068201,0.0000637096,0.0003451303,0.00005751244,0.00003864984,0.00003123888],"genre_scores_gemma":[0.9962361,0.00000213966,0.003605068,0.00001243773,0.00002933739,0.00007268868,0.00002068374,0.000005893525,0.00001561365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07744177,"threshold_uncertainty_score":0.1636253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726129643049981,"score_gpt":0.2868823742525753,"score_spread":0.2696210778220756,"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."}}