{"id":"W4295883513","doi":"10.3390/act11090261","title":"Electromechanical Natural Frequency Analysis of an Eco-Friendly Active Sandwich Plate","year":2022,"lang":"en","type":"article","venue":"Actuators","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Auxetics; Composite material; Piezoelectricity; Cantilever; Nanocomposite; Actuator; Natural frequency; Nanowire; Brittleness; Nanotechnology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001127473,0.0001870558,0.00008789152,0.0001749934,0.00008269407,0.0002079422,0.0003258515,0.0002643482,0.0008389549],"category_scores_gemma":[0.0001736463,0.000110347,0.0001763035,0.00009032578,0.0002641454,0.0001733361,0.0001302468,0.0001289044,0.0002239796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288025,"about_ca_system_score_gemma":0.00009915377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003717903,"about_ca_topic_score_gemma":0.0003998202,"domain_scores_codex":[0.9999505,0.000005411576,0.000001637678,0.0000104099,0.00002722457,0.000004782344],"domain_scores_gemma":[0.99993,0.00002930828,0.00001189576,0.000007728623,0.0000167403,0.000004319068],"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":[0.00006847624,0.0000229426,0.0008418984,0.00009854712,0.00001544211,0.0002470179,0.00007411868,0.04847915,0.9417928,0.002858428,0.00009354854,0.0054076],"study_design_scores_gemma":[0.000009972138,0.0002312478,0.003938324,0.00001164881,0.00001792253,0.0002126488,0.0001040439,0.6651629,0.3280222,0.0007962479,0.001474436,0.00001829862],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232073,0.0002944379,0.07038905,0.00005018347,0.00001590319,0.00001975442,0.00008068206,0.00007503767,0.005867588],"genre_scores_gemma":[0.9915447,0.00008540021,0.007194987,0.000005827802,0.000001277677,0.00001182913,0.00002532334,0.000006091796,0.001124606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008389549,"threshold_uncertainty_score":0.002806604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00636975549338261,"score_gpt":0.2403189516586581,"score_spread":0.2339491961652755,"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."}}