{"id":"W1974242123","doi":"10.1007/s001580050185","title":"Multimaterial design of physically nonlinear structures","year":2001,"lang":"en","type":"article","venue":"Structural and Multidisciplinary Optimization","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Boeing (Canada)","funders":"","keywords":"Truss; Stiffness; Nonlinear system; Mathematics; Isotropy; Minification; Aeroelasticity; Hyperelastic material; Structural engineering; Engineering design process; Tensegrity; Maximization; Applied mathematics; Mathematical optimization; Finite element method; Engineering; Geometry; Mechanical engineering; Mechanics; Aerodynamics; Physics","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":[0.0004645661,0.0004351813,0.0005751525,0.0004665329,0.0003884383,0.0007582986,0.0007173301,0.001097467,0.002156511],"category_scores_gemma":[0.0008636518,0.0003734749,0.0004057345,0.0002830499,0.0006891473,0.0007760899,0.0009913553,0.000447952,0.0003365287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006938259,"about_ca_system_score_gemma":0.0003679047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539941,"about_ca_topic_score_gemma":0.0006102613,"domain_scores_codex":[0.9998134,0.00005838703,0.000004409965,0.00002533922,0.00007206097,0.00002644748],"domain_scores_gemma":[0.9997759,0.00009731128,0.00003881333,0.00003106636,0.00003592728,0.00002096507],"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":[0.0001304113,0.0001212682,0.0005205412,0.0001541665,0.00006816764,0.0001190551,0.00007168716,0.84365,0.04446092,0.07794324,0.0009211663,0.03183933],"study_design_scores_gemma":[0.00002319026,0.00006350621,0.0001863881,0.00001035502,0.00001303934,0.0000545953,0.00003377067,0.9747297,0.0056261,0.01731561,0.001932889,0.00001075352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1346871,0.0007251747,0.8269085,0.0005786064,0.0001554187,0.00006134591,0.00004281038,0.0001409699,0.03670009],"genre_scores_gemma":[0.8335252,0.0003986451,0.1546636,0.0001558618,0.00005783061,0.0001178069,0.00004316426,0.00008739818,0.0109505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002156511,"threshold_uncertainty_score":0.007214189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009772069828801364,"score_gpt":0.2343826895402964,"score_spread":0.224610619711495,"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."}}