{"id":"W4296423252","doi":"10.1002/adem.202270037","title":"4D Metamaterials with Zero Poisson's Ratio, Shape Recovery, and Energy Absorption Features","year":2022,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Metamaterial; Materials science; Absorption (acoustics); Poisson's ratio; Zero (linguistics); Poisson distribution; Energy (signal processing); Auxetics; Stored energy; Shape-memory alloy; Composite material; Optics; Optoelectronics; Physics; Quantum mechanics; Metallurgy; Mathematics","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":[0.0002223154,0.0004487515,0.0003529611,0.0005167233,0.0001805935,0.0006120574,0.0004658181,0.000680507,0.0007570018],"category_scores_gemma":[0.0003543244,0.000362234,0.000420726,0.0002691135,0.0005933232,0.0004716979,0.00055304,0.0005186403,0.0004582094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567447,"about_ca_system_score_gemma":0.0001970326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006749202,"about_ca_topic_score_gemma":0.0001044915,"domain_scores_codex":[0.9997656,0.00002497929,0.00001722651,0.00003117534,0.0001255746,0.00003539917],"domain_scores_gemma":[0.9998331,0.00003970156,0.00004845853,0.00003388957,0.00003314337,0.00001165381],"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":[0.0000689326,0.00001794326,0.0001492915,0.0001568162,0.000009488865,0.000166973,0.00004293441,0.00258112,0.9164281,0.06575248,0.0006084096,0.01401743],"study_design_scores_gemma":[0.00003937928,0.0001551468,0.0005814508,0.00002200181,0.0000192665,0.001004378,0.00002245785,0.02732536,0.9332415,0.01355063,0.02398094,0.00005757522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5288573,0.007497204,0.3851582,0.00142978,0.0009510192,0.0001620454,0.0006319844,0.001521321,0.07379115],"genre_scores_gemma":[0.7772929,0.002297805,0.2073516,0.0004653405,0.0001432731,0.0001728515,0.0002372967,0.000121499,0.01191749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007570018,"threshold_uncertainty_score":0.002588391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003390549107158181,"score_gpt":0.1703822842328026,"score_spread":0.1669917351256444,"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."}}