{"id":"W4293029407","doi":"10.3390/buildings12091290","title":"The Over-Strength Coefficient of Masonry-Infilled RC Frame Structures under Bidirectional Ground Motions","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China; Yantai University","keywords":"Infill; Masonry; Structural engineering; Frame (networking); Bearing capacity; Geotechnical engineering; Seismic analysis; Engineering; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001202671,0.0001366949,0.0001568692,0.00007906211,0.0005279572,0.00004389503,0.0002403464,0.00003720326,0.00168358],"category_scores_gemma":[0.00002258665,0.0001059977,0.0001496937,0.0004321915,0.00006428835,0.00005002863,0.0000940364,0.0002438016,0.000001753136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008766186,"about_ca_system_score_gemma":0.0000152182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008992376,"about_ca_topic_score_gemma":0.00001325487,"domain_scores_codex":[0.9990273,0.00003857302,0.0002264423,0.000158547,0.0003403519,0.0002088433],"domain_scores_gemma":[0.9995502,0.0001096192,0.00006272225,0.0001986306,0.00003141694,0.00004737935],"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":[0.00002396697,0.000012702,0.0004423802,0.00002734831,0.0004093208,0.000002267918,0.0004518004,0.8925396,0.01238849,0.08141503,0.005699643,0.006587498],"study_design_scores_gemma":[0.001506768,0.0002359262,0.05269679,0.00002829661,0.0004368219,0.0001125093,0.004776895,0.5449948,0.009061172,0.0193064,0.3655622,0.001281502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963861,0.0004387692,0.000844144,0.0001443629,0.0005131958,0.00008567253,0.00006820955,0.0001269723,0.001392545],"genre_scores_gemma":[0.9988756,0.00003553585,0.0003297431,0.00004904914,0.00007987265,0.00002142018,0.00002022306,0.00001680677,0.0005717998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3598625,"threshold_uncertainty_score":0.999229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006928520177710124,"score_gpt":0.2096649817828842,"score_spread":0.2027364616051741,"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."}}