{"id":"W3184942832","doi":"","title":"Development of strut and tie models for simply supported deep beams using topology optimization","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Topology optimization; Topology (electrical circuits); Computer science; Engineering; Engineering drawing; Structural engineering; Electrical engineering; Finite element method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006986607,0.0008493424,0.0007521319,0.0006530387,0.0004289888,0.0009974636,0.001421447,0.001393918,0.002571942],"category_scores_gemma":[0.0017123,0.0007176624,0.001090989,0.0004979968,0.0005865988,0.001236654,0.001001256,0.001115984,0.0008532522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021782,"about_ca_system_score_gemma":0.00100228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932461,"about_ca_topic_score_gemma":0.002901223,"domain_scores_codex":[0.9997057,0.00007620583,0.00001492458,0.0000308331,0.0001494098,0.00002291405],"domain_scores_gemma":[0.9994419,0.0002684217,0.00008405034,0.00005535667,0.0001167681,0.00003355574],"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":[0.000008221628,0.000009582457,0.0001507547,0.00002108813,0.000005106532,0.00002463384,0.00002517548,0.9778042,0.001212151,0.0123369,0.0002027155,0.008199372],"study_design_scores_gemma":[0.000001471275,0.000009956157,0.00002915842,0.000004731216,0.000001763926,0.000009819195,0.000004824153,0.9958767,0.0002409344,0.003125868,0.0006912549,0.000003483998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01008003,0.0001210513,0.9827654,0.00008153355,0.00001964192,0.00005326869,0.00007780825,0.0001740612,0.006627234],"genre_scores_gemma":[0.473518,0.0009622319,0.5071787,0.0001251568,0.00005372355,0.0008295326,0.0004271053,0.0003469005,0.01655875],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002571942,"threshold_uncertainty_score":0.00860399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1961158274580437,"score_gpt":0.4645317769450545,"score_spread":0.2684159494870109,"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."}}