{"id":"W6981549034","doi":"","title":"Energy storage and reutilization for a single-rod electro-hydrostatic actuator system","year":2022,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accumulator (cryptography); Reuse; Actuator; Energy storage; Energy recovery; Energy (signal processing); Energy consumption; Hydraulic machinery; Efficient energy use","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002228441,0.0002741427,0.00039628,0.0002476734,0.0004999164,0.0005155398,0.0009117894,0.0003021423,0.002503375],"category_scores_gemma":[0.000170117,0.0001421427,0.0002778407,0.0001615358,0.0002171602,0.0005516862,0.0003300715,0.0002129631,0.0004837877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003517644,"about_ca_system_score_gemma":0.0005148393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715517,"about_ca_topic_score_gemma":0.002648946,"domain_scores_codex":[0.9998426,0.00001744026,0.00002033887,0.00003620378,0.00006224596,0.00002104259],"domain_scores_gemma":[0.9998689,0.00002049832,0.00002658028,0.00001853673,0.00005223992,0.0000132484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007320139,0.0003052775,0.003103097,0.0006218846,0.00006855533,0.0007035051,0.0002740171,0.03857599,0.788852,0.004096026,0.00248599,0.1601817],"study_design_scores_gemma":[0.0001183808,0.00137456,0.006087386,0.00005200963,0.00008786989,0.0006609695,0.000190335,0.6746858,0.3000944,0.0006861655,0.01588114,0.00008088403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7106034,0.001127211,0.2725784,0.0005725144,0.0002163992,0.0003419357,0.0003204392,0.001878905,0.01236067],"genre_scores_gemma":[0.977949,0.0001363695,0.01734617,0.00002417479,0.00001126955,0.00005891509,0.00005204259,0.000009673406,0.004412314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002503375,"threshold_uncertainty_score":0.008374572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641061463148926,"score_gpt":0.1845136727036694,"score_spread":0.1681030580721802,"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."}}