{"id":"W4390157284","doi":"","title":"Design and Optimization of Revolute Flexure Joints for Compliant Parallel Mechanisms","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Piezoelectric Actuators and Control","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Revolute joint; Structural engineering; Computer science; Engineering; Mechanical engineering","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":[0.0005677035,0.0006942353,0.0004444469,0.0004989048,0.0001687053,0.0003806101,0.0005685908,0.0003738152,0.001071145],"category_scores_gemma":[0.0006195339,0.0004292476,0.0004464932,0.0003428864,0.0002853881,0.0002639671,0.0004191128,0.0002167977,0.0002127329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002409928,"about_ca_system_score_gemma":0.0005782592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002269732,"about_ca_topic_score_gemma":0.000431379,"domain_scores_codex":[0.9997568,0.00003851215,0.0000164824,0.00004917547,0.0001062695,0.00003279209],"domain_scores_gemma":[0.9997472,0.00005411138,0.0001123726,0.00002754963,0.00004360022,0.00001511044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001570566,0.0001282543,0.001776777,0.0004129857,0.00007992864,0.0001580742,0.0001026523,0.7102944,0.1992908,0.01216856,0.0002838479,0.07514664],"study_design_scores_gemma":[0.0001413608,0.0009653326,0.001881673,0.00004483452,0.00006183766,0.0002221807,0.00005634782,0.9291136,0.0576056,0.002307652,0.007558027,0.00004149296],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1671816,0.0007637003,0.8264279,0.00004205759,0.00002851621,0.0001728739,0.0000505058,0.0002440938,0.005088683],"genre_scores_gemma":[0.7255173,0.0003506577,0.272175,0.00001314097,0.000006927077,0.0002337453,0.00005968464,0.00004285195,0.001600751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001071145,"threshold_uncertainty_score":0.003583372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1172518785683105,"score_gpt":0.4353411658257624,"score_spread":0.3180892872574519,"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."}}