{"id":"W2072533413","doi":"10.1115/imece2005-82237","title":"Micro-Precision Hydrostatic Actuation System","year":2005,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Actuator; Hydrostatic equilibrium; Electro-hydraulic actuator; Computer science; Control engineering; Mechanical engineering; Control theory (sociology); Engineering; Physics; Control (management); Artificial intelligence","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":[0.0001622702,0.0003024833,0.0003982771,0.0002871066,0.0005140679,0.000450814,0.0006702515,0.0004427517,0.008765559],"category_scores_gemma":[0.0002990564,0.0001839729,0.0001448542,0.0002079517,0.0003117979,0.000610129,0.000769345,0.0003608197,0.002841029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783556,"about_ca_system_score_gemma":0.0004865874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004301216,"about_ca_topic_score_gemma":0.0005740818,"domain_scores_codex":[0.9996035,0.0000208516,0.00001886586,0.00008450771,0.0002437098,0.00002866901],"domain_scores_gemma":[0.9998227,0.00003424052,0.00002902388,0.00004025603,0.00004961957,0.00002422373],"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":[0.0001758704,0.00007289045,0.0006721793,0.0004610132,0.00003260615,0.0003568183,0.0001867407,0.005900257,0.6985989,0.01672598,0.01203142,0.2647853],"study_design_scores_gemma":[0.000170287,0.001301862,0.005661418,0.00008227528,0.00008815492,0.002684774,0.00009648639,0.06973314,0.4587571,0.005608408,0.455631,0.0001851558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1101611,0.004681167,0.7942442,0.001524137,0.001217394,0.0007191222,0.001087298,0.01133662,0.07502882],"genre_scores_gemma":[0.7632292,0.001620058,0.1848209,0.0005078963,0.0004208826,0.000437382,0.0006525751,0.0001058033,0.04820534],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008765559,"threshold_uncertainty_score":0.0293237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006691950306866964,"score_gpt":0.1965102400733486,"score_spread":0.1898182897664817,"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."}}