{"id":"W2573673904","doi":"10.1016/j.engstruct.2017.01.024","title":"3D finite element investigation of the compressive membrane action effect in reinforced concrete flat slabs","year":2017,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Slab; Punching; Structural engineering; Finite element method; Compressive strength; Shear (geology); Materials science; Boundary value problem; Composite material; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001857965,0.0003633962,0.0004087139,0.0004651956,0.000352629,0.0004827098,0.0005851765,0.001067981,0.002563071],"category_scores_gemma":[0.0006336413,0.0003883539,0.0002998412,0.0003422452,0.0007849415,0.0002732091,0.0004172253,0.0003655643,0.000292903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003854752,"about_ca_system_score_gemma":0.0005714516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005754684,"about_ca_topic_score_gemma":0.005629686,"domain_scores_codex":[0.9998336,0.00003008653,0.000006623888,0.00001624747,0.00008127379,0.00003208363],"domain_scores_gemma":[0.9996978,0.000145857,0.00003670828,0.00003420081,0.00005371119,0.00003173388],"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":[0.0002489256,0.0001958289,0.003706486,0.00008897997,0.00003085002,0.0004039221,0.0003225807,0.8415768,0.144623,0.001802155,0.0002997202,0.006700854],"study_design_scores_gemma":[0.00001013447,0.00005628927,0.004215691,0.000007046719,0.000006863973,0.00005002143,0.00008796491,0.985418,0.009717723,0.0001279475,0.0002893847,0.00001297995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806353,0.0000868469,0.01308944,0.00007557358,0.00001181232,0.00002128549,0.0001535753,0.0001787501,0.005747446],"genre_scores_gemma":[0.9965416,0.00003735501,0.002350847,0.00001209115,0.000002152195,0.00001082922,0.00004600792,0.00001712204,0.0009819577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005754684,"threshold_uncertainty_score":0.01144236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00741449862653687,"score_gpt":0.2240001374180388,"score_spread":0.2165856387915019,"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."}}