{"id":"W4361279320","doi":"10.1002/adfm.202214897","title":"Chiral Mechanical Metamaterials for Tunable Optical Transmittance","year":2023,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Division of Materials Research; Simons Foundation; National Science Foundation","keywords":"Materials science; Metamaterial; Transmittance; Deformation (meteorology); Pixel; Nonlinear system; Displacement (psychology); Optoelectronics; Optics; White light; Coupling (piping); Photonic metamaterial; Composite material; Physics","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":[0.00009470117,0.0001838999,0.00009417426,0.0001488214,0.0001192998,0.0002933767,0.0001427029,0.0001628492,0.001486777],"category_scores_gemma":[0.0002010776,0.00009972089,0.00006730563,0.0001090262,0.0002381352,0.0002015238,0.0002173068,0.0002176689,0.0002524887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194579,"about_ca_system_score_gemma":0.000115549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103941,"about_ca_topic_score_gemma":0.0003271365,"domain_scores_codex":[0.9999478,0.000008291512,0.000002416726,0.000007924276,0.00002165776,0.00001187596],"domain_scores_gemma":[0.9999197,0.00002530209,0.00002470741,0.00001010361,0.00000974151,0.00001051601],"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":[0.00002735985,0.00001399773,0.0001094414,0.00003022331,0.000001638265,0.00005570492,0.00001420773,0.0007191919,0.9879555,0.006063951,0.0002029752,0.004805982],"study_design_scores_gemma":[0.00002345116,0.0001081526,0.0005636297,0.000007100588,0.000003689549,0.0001228158,0.0000224272,0.01820848,0.973807,0.001608455,0.005513226,0.00001151744],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949123,0.001250219,0.02852359,0.0003943293,0.0001544399,0.00002842702,0.0001155587,0.0003759722,0.02003443],"genre_scores_gemma":[0.9923447,0.0002408847,0.006278821,0.00005566745,0.0000135164,0.00001013813,0.00001829721,0.00001249295,0.001025515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001486777,"threshold_uncertainty_score":0.004973769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832196792530497,"score_gpt":0.227917801423461,"score_spread":0.2095958334981561,"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."}}