{"id":"W4414141733","doi":"10.1088/1361-665x/ae053c","title":"Comparative analysis of vibration isolation in second order hierarchical metamaterials","year":2025,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Natural Science Foundation of Hunan Province","keywords":"Metamaterial; Vibration; Attenuation; Dispersion (optics); Parametric statistics; Frequency band; Vibration isolation; Normal mode; Stopband","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":[0.0001943239,0.0003111849,0.0002206406,0.0003058125,0.0001242967,0.0002932817,0.0002728402,0.0002731971,0.0006982301],"category_scores_gemma":[0.0004974792,0.0001487851,0.0002346261,0.0001896727,0.0002543634,0.0003087994,0.0003162647,0.000155626,0.0001758877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224013,"about_ca_system_score_gemma":0.0001572978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003726459,"about_ca_topic_score_gemma":0.0004521178,"domain_scores_codex":[0.9998587,0.0000185355,0.00000535648,0.00001905096,0.00006668979,0.00003154547],"domain_scores_gemma":[0.9997472,0.0001014414,0.0000552188,0.00003430886,0.0000411591,0.00002074182],"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":[0.0002242527,0.00009929672,0.001364268,0.0001916292,0.00002264747,0.0001704702,0.0000830739,0.09577978,0.8877979,0.00250916,0.0001748372,0.01158258],"study_design_scores_gemma":[0.00002567127,0.0008045978,0.002851195,0.00001701308,0.0000400129,0.0001300714,0.0001056884,0.5547624,0.439083,0.0006466149,0.00151187,0.00002187708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751073,0.0001705221,0.02115998,0.00003099681,0.00001284644,0.00001047529,0.00003479897,0.0001598789,0.003313133],"genre_scores_gemma":[0.9960184,0.00003631421,0.003716638,0.00000514017,0.000001136221,0.000007309585,0.00001917541,0.000007056225,0.0001887644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006982301,"threshold_uncertainty_score":0.002335846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01216626744621444,"score_gpt":0.2732628848643792,"score_spread":0.2610966174181648,"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."}}