{"id":"W4403848444","doi":"10.1080/15583058.2024.2419545","title":"Shake-Table Testing of a Brick Masonry Groin Vault: Overview of Blind Predictions and Postdictions and Comparison with Experimental Results","year":2024,"lang":"en","type":"article","venue":"International Journal of Architectural Heritage","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McGill University","funders":"Fundação para a Ciência e a Tecnologia; Agence Nationale de la Recherche","keywords":"Vault (architecture); Masonry; Shake; Earthquake shaking table; Structural engineering; Engineering; Geotechnical engineering; Forensic engineering; Geology; Mechanical 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":[0.0001083829,0.0001197743,0.000238851,0.0001972129,0.00003356389,0.00005097582,0.0001232486,0.00003078048,0.00003371187],"category_scores_gemma":[0.00003666168,0.00008999982,0.00006728905,0.0002100006,0.00008895388,0.0002097575,0.0000413308,0.0002160452,2.361772e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002985475,"about_ca_system_score_gemma":0.00002200304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006405014,"about_ca_topic_score_gemma":0.00002570171,"domain_scores_codex":[0.9990013,0.00002367685,0.0004939168,0.0001064718,0.0002787246,0.00009586619],"domain_scores_gemma":[0.9994394,0.0001667847,0.0001340199,0.0000581556,0.0001355722,0.00006609295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004359863,0.0002464308,0.0384086,0.002002414,0.009144223,0.0006742259,0.02617861,0.3148665,0.4338911,0.003154127,0.001174618,0.1658993],"study_design_scores_gemma":[0.005442627,0.002883242,0.08373982,0.005195997,0.0007291047,0.01182677,0.004362258,0.8386889,0.04250981,0.0006652946,0.003133437,0.0008227441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929422,0.005465833,0.000397012,0.0001620385,0.0002008524,0.0000563002,0.0001315227,0.00002755258,0.0006166758],"genre_scores_gemma":[0.99571,0.000120419,0.003979847,0.000007021989,0.0001178706,0.000001454815,0.00000829823,0.00001140258,0.00004366095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5238224,"threshold_uncertainty_score":0.3670086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734927112323846,"score_gpt":0.2793459716632661,"score_spread":0.2519967005400277,"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."}}