{"id":"W2121598916","doi":"10.1115/1.4025552","title":"A Green's Function-Based Design for Deformation Control of a Microbeam With In-Domain Actuation","year":2013,"lang":"en","type":"article","venue":"Journal of Dynamic Systems Measurement and Control","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Microbeam; Pointwise; Boundary (topology); Feed forward; Domain (mathematical analysis); Function (biology); Partial differential equation; Control theory (sociology); Transfer function; Computer science; Bernoulli's principle; Mathematical analysis; Mathematics; Control (management); Control engineering; Physics; Engineering; Artificial intelligence; Optics","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":[0.0003328945,0.000437219,0.0004263265,0.000248646,0.0002403929,0.0003920853,0.0005964914,0.0006951977,0.0007699556],"category_scores_gemma":[0.000409434,0.000175695,0.0003342827,0.0001343238,0.0005604994,0.0003395494,0.0004037328,0.0003564029,0.0001909584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004485663,"about_ca_system_score_gemma":0.0005647523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005052689,"about_ca_topic_score_gemma":0.0004014659,"domain_scores_codex":[0.9998517,0.00003316416,0.0000054445,0.00002123717,0.00007337728,0.00001497998],"domain_scores_gemma":[0.9998926,0.00003030481,0.00002041564,0.00001209687,0.00003421021,0.0000104549],"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":[0.0001224818,0.00008347054,0.0003536399,0.0002264954,0.00003589318,0.0001676051,0.000141299,0.6200119,0.2491183,0.06244168,0.0008870746,0.06641017],"study_design_scores_gemma":[0.00001157353,0.0001167813,0.0001051047,0.000007881104,0.00000579875,0.00003078852,0.00000698395,0.9837034,0.01210841,0.002242515,0.001649931,0.00001085637],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0191358,0.0001161837,0.9779242,0.00009250166,0.00004122689,0.00002777992,0.00000969135,0.0001209142,0.002531649],"genre_scores_gemma":[0.8029204,0.0002405553,0.1930812,0.0001026056,0.00002881829,0.0001392935,0.00002723345,0.00005688477,0.003402956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007699556,"threshold_uncertainty_score":0.003254592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006238935030014812,"score_gpt":0.1603114359320522,"score_spread":0.1540725009020374,"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."}}