{"id":"W1965798971","doi":"10.1063/1.3410727","title":"Temporally-resolved hydrodynamics in the vicinity of a vibrating ionic polymer metal composite","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Thrust; Reynolds number; Dimensionless quantity; Materials science; Mechanics; Displacement (psychology); Aspect ratio (aeronautics); Particle image velocimetry; Cantilever; Water tunnel; Composite material; Physics; Thermodynamics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002929777,0.0001050357,0.000254622,0.0000438973,0.00002521962,0.00002753773,0.0002144393,0.00004504676,0.00001125711],"category_scores_gemma":[0.000004316132,0.00007271947,0.00007584429,0.0001877325,0.00002419441,0.00008194648,0.00001488487,0.0003719376,0.00000143958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001054827,"about_ca_system_score_gemma":0.00002541396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008991074,"about_ca_topic_score_gemma":0.000007124905,"domain_scores_codex":[0.9992293,0.00001222767,0.0003893879,0.00004751305,0.0001914212,0.0001301726],"domain_scores_gemma":[0.9995554,0.00006704361,0.0002028847,0.0001202993,0.0000256796,0.00002871125],"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":[0.00002428443,0.00007004601,0.00006590368,0.00003208603,0.00004493157,0.000003110996,0.0005068732,0.02001564,0.9745672,0.002764683,0.00002741679,0.001877789],"study_design_scores_gemma":[0.001067073,0.0001024884,0.001918975,0.00004596608,0.00009619624,0.00002272238,0.0002315934,0.1094376,0.8807755,0.005772093,0.0002364765,0.000293361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954073,0.00002847207,0.0008690665,0.00001111237,0.0001963758,0.00006546345,0.000002868183,0.000009339713,0.003409978],"genre_scores_gemma":[0.9990693,0.0000071356,0.0006505927,0.00003034894,0.0002227966,0.000001486421,0.000001776037,0.0000153115,0.000001260351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09379178,"threshold_uncertainty_score":0.2965414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004904752596005967,"score_gpt":0.1957563629144452,"score_spread":0.1908516103184392,"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."}}