{"id":"W4307991106","doi":"10.1061/9780784484548.084","title":"Why Did These Historic Masonry Buildings Fail?","year":2022,"lang":"en","type":"article","venue":"Forensic Engineering 2022","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masonry; Unreinforced masonry building; Computer science; Architectural engineering; Geology; Engineering; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001350687,0.0002691475,0.0002827056,0.0002104229,0.0001507152,0.00002997627,0.0003396118,0.00004517564,0.002492173],"category_scores_gemma":[0.00002596311,0.0002879541,0.000195735,0.0006904039,0.00001806597,0.0001243264,0.0001643157,0.0004872568,0.00001714281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323009,"about_ca_system_score_gemma":0.000009028727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004331627,"about_ca_topic_score_gemma":0.000003927609,"domain_scores_codex":[0.9986876,0.00001907699,0.0002423825,0.000271495,0.000358396,0.0004210167],"domain_scores_gemma":[0.9994342,0.00005080455,0.00003232865,0.0003515137,0.00001973642,0.0001113928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009306506,0.000003325619,0.0001078206,0.00008326436,0.0001837633,0.00006086631,0.0006520734,0.9352833,0.008140674,0.003174491,0.04726151,0.00503961],"study_design_scores_gemma":[0.0001677644,0.00004600494,0.0001158976,0.000007229708,0.00005737688,0.00004719623,0.0001409477,0.2644605,0.0007485218,0.00009281296,0.7336783,0.0004375241],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779831,0.004049456,0.007226533,0.0004932762,0.004587752,0.000281659,0.000103872,0.002258683,0.003015669],"genre_scores_gemma":[0.9971198,0.00004572931,0.001168115,0.0001996736,0.000260284,0.0001060783,0.00005904988,0.0000836065,0.0009576287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6864167,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004298385040767313,"score_gpt":0.1618297442634757,"score_spread":0.1575313592227084,"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."}}