{"id":"W2284181081","doi":"10.1016/j.crhy.2016.02.002","title":"Acoustic metamaterials for sound mitigation","year":2016,"lang":"fr","type":"article","venue":"Comptes Rendus Physique","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Regional Development Fund; Pacific Institute for Climate Solutions","keywords":"Physics; Acoustics; Metamaterial; Sound transmission class; Pillar; Wedge (geometry); Sound (geography); Optics; Structural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004042241,0.0003874109,0.0005135454,0.0001235666,0.0001347706,0.000126715,0.0003689361,0.0002348294,0.002379547],"category_scores_gemma":[0.0004030323,0.000328454,0.0001807257,0.0001825276,0.000254441,0.0003304288,0.0001187666,0.0001715314,0.001527463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005957644,"about_ca_system_score_gemma":0.0000953358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004380862,"about_ca_topic_score_gemma":0.00002179781,"domain_scores_codex":[0.9977723,0.000143034,0.0004835408,0.0004450862,0.0002833629,0.0008727027],"domain_scores_gemma":[0.9972659,0.001608598,0.0001064958,0.0005373579,0.0002444556,0.0002371686],"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":[0.00004062161,0.00009410486,0.00006557823,0.0009863193,0.0003177562,0.000006619221,0.0001719594,0.004906259,0.9050032,0.006850214,0.05254718,0.02901014],"study_design_scores_gemma":[0.005179977,0.0007563281,0.004037837,0.001882077,0.0007649888,0.00005091333,0.0002688275,0.05648784,0.6127901,0.2639547,0.05133878,0.002487635],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3199719,0.008728193,0.6582594,0.004706108,0.003966595,0.001502113,0.0009289779,0.0003844019,0.001552271],"genre_scores_gemma":[0.9816158,0.0005528052,0.006785471,0.00005245169,0.001907199,0.0003150876,0.00005306723,0.0001523454,0.008565769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6616439,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03257170252879108,"score_gpt":0.2843843205560558,"score_spread":0.2518126180272647,"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."}}