{"id":"W1506107827","doi":"","title":"Non-linear analysis of electrostrictive materials by the finite element method","year":2000,"lang":"en","type":"preprint","venue":"Canadian acoustics","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electrostriction; Finite element method; Transducer; Actuator; Permittivity; Acoustics; Materials science; Nonlinear system; Ceramic; Dielectric; Electronic engineering; Mechanical engineering; Piezoelectricity; Electrical engineering; Engineering; Optoelectronics; Composite material; Physics; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004271075,0.0006203469,0.0004635128,0.0005987007,0.0003454066,0.0006118421,0.001036713,0.001392323,0.00479803],"category_scores_gemma":[0.001153053,0.0005974028,0.0006465871,0.0003636516,0.0007254675,0.0007802931,0.0005950414,0.0008357475,0.001258663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004099671,"about_ca_system_score_gemma":0.0006804149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003832,"about_ca_topic_score_gemma":0.003032407,"domain_scores_codex":[0.9998034,0.00004957259,0.000008322318,0.00002292077,0.00009633563,0.00001949625],"domain_scores_gemma":[0.9994599,0.0003653158,0.00004124718,0.0000303711,0.00008850585,0.00001467764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002574123,0.00005788321,0.0002321329,0.0001083987,0.00002554079,0.00008451203,0.00007480678,0.9605236,0.01042592,0.01310296,0.0005989335,0.01473949],"study_design_scores_gemma":[0.000002573172,0.000005942943,0.00003779505,0.000004299188,0.000001461892,0.000008889065,0.000006062023,0.9978071,0.000640285,0.0008792201,0.0006038736,0.000002580176],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01866053,0.000321954,0.9730079,0.0001664338,0.00004745309,0.00006478051,0.0001042031,0.000459941,0.007166871],"genre_scores_gemma":[0.5431915,0.0009996881,0.4147817,0.0002137277,0.00008859372,0.000728273,0.0004921632,0.000601429,0.03890286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00479803,"threshold_uncertainty_score":0.01605099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006954886657098389,"score_gpt":0.2287831558097594,"score_spread":0.221828269152661,"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."}}