{"id":"W3101724908","doi":"10.3390/iecat2020-08488","title":"A Low-Cost Miniature Electrohydrostatic Actuator","year":2020,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Bandwidth (computing); Valve actuator; Electro-hydraulic actuator; Hydraulic machinery; Computer science; Engineering; Electrical engineering; Mechanical engineering; Telecommunications","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":[0.00009349183,0.0002489456,0.0002847926,0.0001715701,0.0002529566,0.00030483,0.0005591798,0.0005625598,0.002046744],"category_scores_gemma":[0.0001145445,0.0002064809,0.0001811203,0.0001179502,0.0001999036,0.0005027849,0.0003116674,0.0003700537,0.0009178433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001396531,"about_ca_system_score_gemma":0.0002263092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001836551,"about_ca_topic_score_gemma":0.0003681047,"domain_scores_codex":[0.9998286,0.000007774052,0.000005615253,0.000034788,0.0001131769,0.00001003642],"domain_scores_gemma":[0.9999553,0.00001034065,0.000008811903,0.000005719024,0.000009583227,0.00001031099],"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":[0.00002441277,0.00003045941,0.0001021648,0.000149085,0.000003984951,0.00007320433,0.00001173352,0.0006302338,0.966279,0.000976909,0.00103465,0.03068407],"study_design_scores_gemma":[0.00004377353,0.00055008,0.002936429,0.00002313398,0.00002390501,0.001509175,0.00002221631,0.029542,0.8611465,0.0004577413,0.1036894,0.00005568246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2844793,0.009090336,0.6596518,0.001515836,0.00111798,0.0003961271,0.0008827725,0.003965587,0.03890038],"genre_scores_gemma":[0.7041841,0.002236067,0.2535713,0.0003719829,0.0002508216,0.0002215404,0.0004766735,0.00010061,0.03858703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002046744,"threshold_uncertainty_score":0.006847024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873514719839531,"score_gpt":0.1936493326322501,"score_spread":0.1849141854338548,"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."}}