{"id":"W2065128310","doi":"10.1115/1.1541632","title":"Valve-Plate Design for an Axial Piston Pump Operating at Low Displacements","year":2003,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piston (optics); Quadratic growth; Geometry; Constant (computer programming); Principal (computer security); Piston pump; Principal axis theorem; Mechanical engineering; Mathematics; Computer science; Engineering; Physics; Mathematical analysis; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00265049,0.0002101896,0.0004300047,0.000060386,0.0001284331,0.00006775419,0.0002284566,0.0001514717,0.0001334674],"category_scores_gemma":[0.0003119965,0.0001730357,0.0001929302,0.00008171838,0.00001058627,0.0002358332,0.000008176089,0.0001959978,0.00003654227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002044223,"about_ca_system_score_gemma":0.00005885477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000142145,"about_ca_topic_score_gemma":7.344358e-7,"domain_scores_codex":[0.9979765,0.0003822802,0.0007946317,0.0001411288,0.0003614467,0.0003439886],"domain_scores_gemma":[0.9988334,0.0004441995,0.0001908482,0.0001753107,0.00008712813,0.0002691629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002879041,0.0001934131,0.00002121032,0.0002563887,0.0004496964,0.00004737281,0.0008059544,0.5900174,0.3936546,0.001153744,0.01060098,0.002511345],"study_design_scores_gemma":[0.003327804,0.002006626,0.00001536142,0.0003682588,0.0001437584,0.0005067058,0.000150665,0.7543433,0.2338545,0.001840244,0.002917935,0.0005248114],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.032856,0.0001088103,0.9652371,0.00001216104,0.0009803571,0.0004517572,0.000003342851,0.00003890818,0.0003115856],"genre_scores_gemma":[0.9387347,0.0000302885,0.06066986,0.00006049237,0.000265779,0.00002233588,0.000001927469,0.00006105287,0.0001535493],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9058787,"threshold_uncertainty_score":0.7056189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737924848819516,"score_gpt":0.2691851628718906,"score_spread":0.2218059143836955,"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."}}