{"id":"W4392310483","doi":"10.2139/ssrn.4743615","title":"Large Deformation Behavior and Energy Absorption of Rotating Square Auxetics","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Auxetics; Square (algebra); Deformation (meteorology); Absorption (acoustics); Energy (signal processing); Physics; Materials science; Geometry; Optics; Classical mechanics; Mathematics; Composite material; Quantum mechanics","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":[0.000167725,0.0002147876,0.0002710835,0.000505228,0.0004334765,0.0007065052,0.0003512902,0.0005343734,0.005357055],"category_scores_gemma":[0.0008260254,0.0002145125,0.0001383256,0.0002951782,0.0006992516,0.0004281639,0.0003562986,0.0003833592,0.0005701407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167012,"about_ca_system_score_gemma":0.00009707244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001338036,"about_ca_topic_score_gemma":0.0001021346,"domain_scores_codex":[0.9999053,0.0000231265,0.000002959046,0.0000196268,0.0000266774,0.00002226747],"domain_scores_gemma":[0.9997095,0.0001399072,0.00004515937,0.00004633071,0.00002418914,0.00003483136],"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":[0.001216676,0.0002175619,0.002059412,0.0001679526,0.00003160791,0.0006230921,0.0005894586,0.05045065,0.5874882,0.3287805,0.001383779,0.02699115],"study_design_scores_gemma":[0.00007481974,0.0005184207,0.0122383,0.0000247929,0.00002399833,0.000935357,0.00038467,0.7588118,0.1513118,0.07318676,0.002412304,0.00007694965],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749215,0.0002221609,0.00975954,0.0001589346,0.00002998801,0.00000700446,0.00002798849,0.00008300305,0.01478973],"genre_scores_gemma":[0.9970922,0.00005480061,0.0007511853,0.00001708402,0.000007381057,0.000004864954,0.00001455317,0.00001640725,0.002041417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005357055,"threshold_uncertainty_score":0.01792115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003739522882460323,"score_gpt":0.2078452430605209,"score_spread":0.2041057201780606,"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."}}