{"id":"W2116478546","doi":"10.1002/pi.2767","title":"Nonlinear oscillation of a dielectric elastomer balloon","year":2010,"lang":"en","type":"article","venue":"Polymer International","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":178,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Dielectric; Oscillation (cell signaling); Elastomer; Materials science; Nonlinear system; Nonlinear Oscillations; Mechanics; Dielectric elastomers; Pendulum; Physics; Acoustics; Composite material; Chemistry; Optoelectronics; Quantum mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004919953,0.00007031022,0.0000769562,0.0001245409,0.00001151451,0.00001697673,0.0001190128,0.00004476833,0.001266249],"category_scores_gemma":[0.00002104585,0.00006707035,0.00003574952,0.0001015576,0.00001335816,0.00007798475,0.00001229461,0.00008296813,0.00004498098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033426,"about_ca_system_score_gemma":0.00001010578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002173362,"about_ca_topic_score_gemma":0.000008166484,"domain_scores_codex":[0.999505,0.000003146478,0.000159352,0.0000726655,0.0001573413,0.000102477],"domain_scores_gemma":[0.9998109,0.00001964496,0.00003107982,0.00007276265,0.00003659984,0.00002897695],"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":[0.00001196567,0.00004119669,0.00127588,0.00001224417,0.00006838096,9.697493e-7,0.00006545798,0.00007180717,0.9678434,0.003600331,0.0009434364,0.02606498],"study_design_scores_gemma":[0.0002414561,0.00002163525,0.002272168,0.000006000803,0.000009596498,0.000006835894,0.000003008231,0.03465733,0.9323863,0.0001260595,0.03013167,0.0001379255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656554,0.00007764456,0.000642726,0.0000629749,0.002060435,0.00003862687,0.00002566723,0.00008082234,0.03135566],"genre_scores_gemma":[0.9989409,0.00001812945,0.0003029588,0.00002282294,0.0003056744,0.000004454243,0.00002355004,0.00001366144,0.0003677907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03545703,"threshold_uncertainty_score":0.9996467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003974010798590732,"score_gpt":0.2059602414277897,"score_spread":0.201986230629199,"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."}}