{"id":"W2727600441","doi":"10.1007/s13369-017-2626-8","title":"Plastic-Damage Modeling of Unreinforced Masonry Walls (URM) Subject to Lateral Loading","year":2017,"lang":"en","type":"article","venue":"Arabian Journal for Science and Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"RTDS Technologies (Canada); University of Manitoba","funders":"","keywords":"Unreinforced masonry building; Structural engineering; Masonry; Softening; Materials science; Finite element method; Hardening (computing); Structural load; Geotechnical engineering; Geology; Composite material; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000436736,0.0001816798,0.0002265841,0.0002997274,0.0004712284,0.0004342901,0.0005865346,0.00004936951,0.00000500026],"category_scores_gemma":[0.0003993907,0.0001720885,0.0000683929,0.000140728,0.00008807211,0.001150408,0.00007879776,0.0002010093,0.000002120965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009121042,"about_ca_system_score_gemma":0.00004335467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009190754,"about_ca_topic_score_gemma":7.720095e-7,"domain_scores_codex":[0.9987309,0.000001687086,0.0002939812,0.0001594385,0.0002997635,0.0005142114],"domain_scores_gemma":[0.9991735,0.00004134087,0.00006122141,0.0002523417,0.0001504012,0.0003212083],"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":[0.000009745409,1.308177e-7,0.0002388089,0.00004259051,0.0000124327,0.000007516769,0.000394824,0.7281698,0.2685688,0.0003642752,0.000009214198,0.002181872],"study_design_scores_gemma":[0.0003176239,0.00007283744,0.002468269,0.0001816392,0.00001678128,0.0000830744,0.00005007818,0.9557895,0.04066638,0.00003777727,0.0000750066,0.0002410462],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557788,0.00003601909,0.04258941,0.00003548145,0.001185074,0.0001226156,0.000003799311,0.00006099949,0.0001877841],"genre_scores_gemma":[0.9925563,0.00001994807,0.007247521,0.000008791466,0.0001077263,0.000004851227,3.947356e-7,0.00002554437,0.00002891324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2279024,"threshold_uncertainty_score":0.7017566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976105541203552,"score_gpt":0.2519949107184109,"score_spread":0.2322338553063754,"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."}}