{"id":"W2933866468","doi":"10.18280/mmep.060115","title":"Research on the first passage of double-layer micro-plate in the piezoelectric model","year":2019,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Piezoelectricity; Layer (electronics); Double layer (biology); Materials science; Acoustics; Composite material; Physics","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":[0.0006632013,0.0006125494,0.0007245257,0.0006133632,0.0005651528,0.000633496,0.001120926,0.0009087031,0.001240015],"category_scores_gemma":[0.001365448,0.0003600176,0.001356356,0.0002841885,0.001020022,0.001528108,0.0005210335,0.0008542463,0.0001606821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00069677,"about_ca_system_score_gemma":0.0006615423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003759834,"about_ca_topic_score_gemma":0.001253558,"domain_scores_codex":[0.9997138,0.0000489667,0.00001322625,0.0000822877,0.0001002301,0.00004137575],"domain_scores_gemma":[0.9994866,0.0002153458,0.000115786,0.00004770919,0.0000987533,0.00003574016],"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":[0.0000486993,0.0000455714,0.001942641,0.0002841764,0.00007534802,0.0005133653,0.0002965028,0.7389772,0.04413962,0.2021862,0.0005724,0.01091826],"study_design_scores_gemma":[0.000002468157,0.00003092789,0.0003194675,0.000004951092,0.00001202219,0.00007713926,0.00001492862,0.9915672,0.001950404,0.005629344,0.0003810134,0.00001014792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1884677,0.002009435,0.8024944,0.0003849354,0.0001147634,0.00004617756,0.0000676725,0.0001225698,0.006292327],"genre_scores_gemma":[0.9641493,0.001652237,0.02713929,0.00005860991,0.00005739786,0.00005491701,0.00005661112,0.00004757537,0.006784125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003759834,"threshold_uncertainty_score":0.007475913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06604062030670912,"score_gpt":0.2633780927417951,"score_spread":0.197337472435086,"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."}}