{"id":"W2004397688","doi":"10.1016/j.mechatronics.2003.10.007","title":"Design and modeling of an electrostrictive inchworm actuator","year":2003,"lang":"en","type":"article","venue":"Mechatronics","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Actuator; Electrostriction; Casing; Displacement (psychology); Finite element method; Engineering; Mechanism (biology); Mechanical engineering; Control engineering; Structural engineering; Piezoelectricity; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008873506,0.00008854525,0.0001136419,0.00005415375,0.00002749598,0.000005451782,0.00005768501,0.0000772443,0.000002581048],"category_scores_gemma":[0.0000244212,0.00008576325,0.00001326578,0.00009556193,0.0000125348,0.0001237863,0.00001036309,0.000122935,7.849826e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004277355,"about_ca_system_score_gemma":0.00001529847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000133676,"about_ca_topic_score_gemma":0.00000202516,"domain_scores_codex":[0.999571,0.000004611205,0.00009735735,0.00009605692,0.00005467116,0.0001763143],"domain_scores_gemma":[0.9997858,0.00001839118,0.0000157174,0.0001352681,0.00001813805,0.00002664717],"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":[0.00001214673,0.00002360609,0.000002377102,0.00002339144,0.00003422421,0.000001656113,0.0002081752,0.4645025,0.4868759,0.03056973,0.00001032881,0.01773592],"study_design_scores_gemma":[0.0001716084,0.0001197018,7.739806e-7,0.000006227316,0.000007871034,0.000003569982,0.0001615911,0.4587675,0.5152556,0.02510421,0.0002883545,0.000112969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4936267,0.0008889083,0.5050818,0.000002224157,0.00002743971,0.00007690097,7.187034e-7,0.0001712655,0.0001239855],"genre_scores_gemma":[0.8727996,0.0006094133,0.1265529,0.000002966244,0.000004198674,0.000008749523,7.804755e-7,0.00001725524,0.000004136039],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3791729,"threshold_uncertainty_score":0.3497324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400730356902423,"score_gpt":0.2197390872595058,"score_spread":0.2057317836904816,"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."}}