{"id":"W2913424366","doi":"10.1016/j.ymssp.2019.01.033","title":"A survey of piezoelectric actuators with long working stroke in recent years: Classifications, principles, connections and distinctions","year":2019,"lang":"en","type":"article","venue":"Mechanical Systems and Signal Processing","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":190,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Actuator; Piezoelectricity; Mechanical engineering; Engineering; Computer science; Acoustics; Electrical engineering; Physics","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":[0.001408074,0.0008661176,0.001146192,0.00496969,0.0006564892,0.001978044,0.001500476,0.001269646,0.002968964],"category_scores_gemma":[0.001862393,0.000654188,0.0006711141,0.005660024,0.001198292,0.003880801,0.001100568,0.001570279,0.001282336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007160358,"about_ca_system_score_gemma":0.001381975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006490147,"about_ca_topic_score_gemma":0.001040404,"domain_scores_codex":[0.9990206,0.00008384529,0.0001710413,0.0002845868,0.0003527791,0.00008726725],"domain_scores_gemma":[0.9981389,0.0008075053,0.0003000538,0.00009308646,0.0005506279,0.0001096908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002417311,0.0001665966,0.005833453,0.006867047,0.00007490873,0.0003783462,0.0004736672,0.001117661,0.0121723,0.02798637,0.008493705,0.9361942],"study_design_scores_gemma":[0.00003171114,0.0007547445,0.01881919,0.003466885,0.0002151988,0.007660523,0.000840198,0.003546795,0.01313818,0.02117308,0.93016,0.0001935151],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01792839,0.9280884,0.03134618,0.001979883,0.001024668,0.00008000201,0.0002915655,0.0001406062,0.01912035],"genre_scores_gemma":[0.06655768,0.8765475,0.039331,0.002159181,0.002061588,0.0001565032,0.0008066069,0.0000809352,0.01229907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00496969,"threshold_uncertainty_score":0.00993216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047542545745244,"score_gpt":0.2107688168306799,"score_spread":0.1902933913732274,"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."}}