{"id":"W3023943244","doi":"10.5281/zenodo.15435119","title":"ELECTROMECHANICAL RESPONSE OF MULTIFUNCTIONAL PIEZOELECTRIC COMPOSITES","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Acoustic Wave Phenomena Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Piezoelectricity; Materials science; Composite material; Barium titanate; Polyvinylidene fluoride; Composite number; PMUT; Ceramic; Phase (matter); Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001899241,0.0003851264,0.0002485268,0.0002343118,0.0001621225,0.0003144538,0.000352129,0.000771399,0.001665743],"category_scores_gemma":[0.0004167774,0.0002525963,0.0003055641,0.0001489877,0.0003636641,0.000281031,0.0002303846,0.0003181387,0.0003388363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002523597,"about_ca_system_score_gemma":0.0002756534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001199116,"about_ca_topic_score_gemma":0.001233695,"domain_scores_codex":[0.9999021,0.00001696928,0.00000421929,0.00001962346,0.00004189641,0.00001522394],"domain_scores_gemma":[0.9998698,0.00006597047,0.0000189299,0.00001437742,0.0000205759,0.0000102684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008649984,0.00007235449,0.0007862943,0.00003458085,0.00001524322,0.0001095954,0.00006581697,0.9070927,0.08170616,0.001512346,0.0001767276,0.008341678],"study_design_scores_gemma":[0.000003569193,0.00002771356,0.0003550914,0.000002612239,0.000002480451,0.00001826018,0.00001269617,0.9903668,0.008644328,0.0002386726,0.000322311,0.000005473704],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7183611,0.0001896268,0.2696996,0.000132537,0.00003639796,0.00004404859,0.0003073045,0.0004760763,0.01075328],"genre_scores_gemma":[0.980664,0.00006707269,0.0161494,0.00002170176,0.000003143545,0.00005735183,0.00009691546,0.00002482568,0.002915538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665743,"threshold_uncertainty_score":0.005572438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529107959003797,"score_gpt":0.2127409578849637,"score_spread":0.1974498782949257,"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."}}