{"id":"W4379539188","doi":"10.48550/arxiv.2306.02145","title":"Origami-Inspired Composite Springs with Bi-directional Translational-Rotational Functionalities","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; New York University Abu Dhabi","keywords":"Stiffness; Kinematics; Spring (device); Translation (biology); Composite number; Computer science; Biomimetics; 3D printing; Mechanical engineering; Nanotechnology; Topology (electrical circuits); Engineering; Materials science; Structural engineering; Physics; Classical mechanics; Algorithm","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008670784,0.0002404628,0.000216322,0.0001800596,0.0001755402,0.0002823368,0.0002755611,0.00036962,0.0009152932],"category_scores_gemma":[0.0001999084,0.0001794179,0.0001662628,0.0001726836,0.0002378715,0.0003401164,0.0003176965,0.0002301786,0.0003746993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030961,"about_ca_system_score_gemma":0.0001289536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006909125,"about_ca_topic_score_gemma":0.0003240989,"domain_scores_codex":[0.9999157,0.000009388013,0.000006100001,0.00001735607,0.00003911575,0.00001236227],"domain_scores_gemma":[0.9998901,0.00002457455,0.00003366777,0.00002379903,0.00001586258,0.00001210279],"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":[0.00004719528,0.00002401033,0.0002159045,0.00006828239,0.000006868532,0.0000688092,0.00003508483,0.004653361,0.9818535,0.005167095,0.0001242689,0.007735595],"study_design_scores_gemma":[0.00004700593,0.0004283817,0.00171327,0.0000185711,0.00002980127,0.0004095935,0.0000394118,0.1500712,0.8340744,0.003054496,0.01008407,0.00002960124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8516975,0.000848814,0.1332661,0.0001715939,0.0001273891,0.00006055876,0.0001037824,0.0004801576,0.01324397],"genre_scores_gemma":[0.9461113,0.0002149396,0.05102843,0.00004129888,0.0000118814,0.00003868654,0.00004740597,0.00002787042,0.00247818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009152932,"threshold_uncertainty_score":0.00306195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05866604413085781,"score_gpt":0.1696903936959378,"score_spread":0.11102434956508,"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."}}