{"id":"W1990126643","doi":"10.1063/1.4905057","title":"Contact damping in microelectromechanical actuators","year":2014,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Actuator; Microelectromechanical systems; Drop (telecommunication); Materials science; Contact force; Contact area; Substrate (aquarium); Mechanics; Pneumatic actuator; Optoelectronics; Mechanical engineering; Electrical engineering; Physics; Engineering; Composite material; Classical mechanics","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":[0.0000647874,0.0001414333,0.0001571267,0.00004913693,0.00005446222,0.0000247438,0.00009834058,0.00004664408,0.00001983316],"category_scores_gemma":[0.000003703717,0.0001561066,0.00005057386,0.0001709424,0.00001035267,0.00009406314,0.00001068783,0.0002489508,0.0001099034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001006139,"about_ca_system_score_gemma":0.000005000808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002001061,"about_ca_topic_score_gemma":0.00001216963,"domain_scores_codex":[0.9993163,0.00001329091,0.000161668,0.0001600041,0.00008990856,0.0002588042],"domain_scores_gemma":[0.9996556,0.0001008481,0.00002155938,0.0001687179,0.000006764513,0.00004652306],"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":[0.000005603481,0.0000203725,0.0002455697,0.0000118562,0.00002394536,7.408483e-7,0.0003018839,0.009335238,0.9752213,0.008334461,0.00208934,0.004409721],"study_design_scores_gemma":[0.002858146,0.0001069916,0.008425221,0.0001341147,0.00008962652,0.00001400589,0.0004650825,0.08246924,0.8324156,0.006715192,0.06398097,0.002325754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8150975,0.000003908403,0.1819174,0.00009846362,0.0002840715,0.00008941408,0.000001206492,0.0001807699,0.002327364],"genre_scores_gemma":[0.9985088,0.000007740192,0.0006267932,0.0005714367,0.0002081741,0.0000240416,0.0000107789,0.00003564061,0.000006667673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1834113,"threshold_uncertainty_score":0.6365841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005920326071575934,"score_gpt":0.1936041015880754,"score_spread":0.1876837755164995,"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."}}