{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001647097,0.0008932393,0.0006365157,0.001152268,0.0005840948,0.0006204738,0.0009928657,0.0009214464,0.002464099],"category_scores_gemma":[0.0024357,0.0003531752,0.0006170157,0.0006630607,0.0009953746,0.0005146629,0.0005836285,0.000491448,0.0008411217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005901069,"about_ca_system_score_gemma":0.000419936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404346,"about_ca_topic_score_gemma":0.00722159,"domain_scores_codex":[0.9986213,0.000188587,0.00007705715,0.0001572714,0.0008396492,0.0001161026],"domain_scores_gemma":[0.9985487,0.0006590778,0.0001195918,0.0002196531,0.0003757146,0.00007724608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002483926,0.001207542,0.03545098,0.0007438337,0.00005355771,0.001063415,0.001997149,0.1166717,0.703513,0.001015596,0.000990746,0.1348085],"study_design_scores_gemma":[0.00005864742,0.009687709,0.09593169,0.0001127839,0.00007983781,0.00109856,0.001365253,0.2069247,0.6785817,0.0006025851,0.005392281,0.0001643162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628964,0.0003084784,0.03197027,0.00003464698,0.00004270805,0.0001280518,0.0004360477,0.0003796637,0.00380376],"genre_scores_gemma":[0.990086,0.0002270842,0.006252283,0.000009073393,0.000006000476,0.00003746126,0.0003902991,0.00004245188,0.002949371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002464099,"threshold_uncertainty_score":0.008710802,"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."}}