{"id":"W4214860548","doi":"10.18280/mmep.090107","title":"Numerical Solution for Electronic Assemblies Subjected to Mechanical Bending","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bending; Stiffness; Bending stiffness; Work (physics); Structural engineering; Finite element method; Materials science; Boundary value problem; Numerical analysis; Layer (electronics); Composite material; Mechanical engineering; Engineering; Mathematics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001991855,0.0001510521,0.0002248049,0.0001364517,0.0001541573,0.00005095812,0.00008807021,0.00004006832,0.00002337457],"category_scores_gemma":[0.00001487901,0.0001565666,0.00006580607,0.0002623374,0.000003205115,0.00004972008,0.00003879935,0.0001894009,0.000001627594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133773,"about_ca_system_score_gemma":0.000005661305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003343425,"about_ca_topic_score_gemma":4.308477e-7,"domain_scores_codex":[0.9990669,0.000008762492,0.0002400542,0.000189078,0.0001493639,0.0003457996],"domain_scores_gemma":[0.9996861,0.00008125023,0.0000156782,0.0001098573,0.00002062377,0.00008650303],"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":[0.000004721044,0.0000114129,9.033889e-7,0.0001385373,0.00003681993,1.975307e-7,0.0002019391,0.9794031,0.005694891,0.01405643,0.00003177782,0.0004192491],"study_design_scores_gemma":[0.0001179635,0.00007510995,0.000001399225,0.00002149345,0.00003663624,0.000009767388,0.00001006415,0.9921646,0.0005342258,0.005974068,0.0008630496,0.0001916793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02990277,0.0001625425,0.9691619,0.0000744764,0.00007509361,0.0002402798,0.000003967091,0.0003205712,0.00005841706],"genre_scores_gemma":[0.9447561,0.00001462246,0.05491174,0.00001172966,0.00004226132,0.0001813492,0.00001868898,0.00004351718,0.00002001569],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9148533,"threshold_uncertainty_score":0.63846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097603244373955,"score_gpt":0.1968920023410517,"score_spread":0.1859159698973122,"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."}}