{"id":"W2045323427","doi":"10.1007/s00707-014-1297-8","title":"Effect of carbon nanotube waviness on active damping of laminated hybrid composite shells","year":2015,"lang":"en","type":"article","venue":"Acta Mechanica","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Waviness; Materials science; Constrained-layer damping; Composite material; Carbon nanotube; Composite number; Transverse plane; Vibration; Structural engineering; Vibration control; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001647392,0.0001549864,0.0003661675,0.0001295089,0.00001443534,0.000007810222,0.0001518623,0.00005548373,0.00001331506],"category_scores_gemma":[0.00003948506,0.0001351294,0.0000798342,0.0002547402,0.00001093673,0.00006089655,0.00003853078,0.00009733926,0.00000102355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006537456,"about_ca_system_score_gemma":0.00001004573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000366383,"about_ca_topic_score_gemma":0.000003976535,"domain_scores_codex":[0.9992185,0.00007049393,0.0002373604,0.0001459294,0.0001961302,0.0001316355],"domain_scores_gemma":[0.9993656,0.0001222553,0.00008908117,0.000272519,0.00009705761,0.00005348861],"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":[0.0002118055,0.00002678462,0.00003309567,0.0001319913,0.0002105033,0.000004193226,0.000277261,0.05510325,0.9360033,0.00008769819,0.0000907944,0.007819303],"study_design_scores_gemma":[0.0004104986,0.0002861654,0.00006683885,0.0000728699,0.0001066081,0.000002181042,0.00001174662,0.155814,0.84305,0.00002802485,0.00004285631,0.0001081696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945756,0.00005012955,0.001248425,0.00001388908,0.0002104421,0.0001526253,0.00001251728,0.00006439593,0.003671952],"genre_scores_gemma":[0.9996741,0.00001540287,0.0001950665,0.000005721447,0.00002700958,0.000003574873,0.00004025719,0.00002522508,0.00001358365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007108,"threshold_uncertainty_score":0.5510417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005237242253471131,"score_gpt":0.2119084374606999,"score_spread":0.2066711952072287,"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."}}