{"id":"W4394691069","doi":"10.1038/s41467-024-47180-0","title":"Zero modes activation to reconcile floppiness, rigidity, and multistability into an all-in-one class of reprogrammable metamaterials","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Multistability; Metamaterial; Rigidity (electromagnetism); Stiffness; Physics; Fabrication; Lattice (music); Nanotechnology; Topology (electrical circuits); Materials science; Condensed matter physics; Optoelectronics; Quantum mechanics; Acoustics; Nonlinear system; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001763292,0.0003727041,0.0002178599,0.0002287833,0.0002245651,0.0005125888,0.0004372085,0.0004511201,0.002331959],"category_scores_gemma":[0.0003921449,0.0002198561,0.0001938609,0.00010944,0.0006075568,0.0008387635,0.0008015732,0.0008554677,0.0005197523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901595,"about_ca_system_score_gemma":0.0001109662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005190512,"about_ca_topic_score_gemma":0.0001536592,"domain_scores_codex":[0.9998682,0.00001478292,0.00000784258,0.00003646886,0.00004170495,0.0000309804],"domain_scores_gemma":[0.9998003,0.00004900359,0.00004234639,0.00006947407,0.00001817887,0.00002069459],"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":[0.00006486794,0.00002785966,0.0002927618,0.0001604658,0.00001141553,0.0001890944,0.0001593277,0.001286712,0.9602052,0.02362733,0.0004013396,0.01357357],"study_design_scores_gemma":[0.00002120084,0.0002214291,0.0006688379,0.00003326662,0.00001652634,0.0005497336,0.0001132203,0.01213353,0.9565803,0.01026094,0.01936249,0.00003841628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8204738,0.00203522,0.1483092,0.0005208021,0.0003987452,0.00009049816,0.0001707195,0.001631622,0.02636938],"genre_scores_gemma":[0.9824738,0.0004328829,0.0138576,0.0001495179,0.00002217046,0.00005442484,0.00005452968,0.0001423903,0.002812697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002331959,"threshold_uncertainty_score":0.007801235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05741580603751054,"score_gpt":0.3375338621046575,"score_spread":0.280118056067147,"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."}}