{"id":"W2968689611","doi":"","title":"\"Smart foams\" for enhancing acoustic absorption","year":2008,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Absorption (acoustics); Acoustics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009787064,0.000326251,0.0003262646,0.0001508454,0.0002414684,0.0001854965,0.000628899,0.0002907647,0.00005806169],"category_scores_gemma":[0.0002436591,0.0003773429,0.0002558853,0.0001448801,0.0000761336,0.00007128676,0.0003475469,0.0004845667,0.00002251873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001365386,"about_ca_system_score_gemma":0.00008485505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000175073,"about_ca_topic_score_gemma":0.001949878,"domain_scores_codex":[0.9980394,0.0005172059,0.0004106594,0.0004610837,0.0002392535,0.0003323433],"domain_scores_gemma":[0.9973093,0.0005625758,0.0001411439,0.00118962,0.0006772491,0.0001201306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006311995,0.0005413105,0.0007341615,0.004247756,0.0008329232,0.00002505025,0.02762153,0.1389667,0.6419019,0.0220506,0.0145671,0.1484478],"study_design_scores_gemma":[0.0008640435,6.495231e-7,0.001851159,0.001939619,0.0001580186,0.00004396087,0.00009054828,0.5157241,0.4444631,0.00614647,0.02749345,0.001224847],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1158568,0.001899887,0.8556704,0.0003864201,0.0007227236,0.0005810686,0.00007648573,0.0006535326,0.02415275],"genre_scores_gemma":[0.9754318,0.0009924704,0.02014904,0.00002611133,0.0000699224,0.000116609,0.0007316513,0.00008364951,0.002398726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8595751,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008288688216399739,"score_gpt":0.2012592832776448,"score_spread":0.192970595061245,"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."}}