{"id":"W4372325890","doi":"10.5592/co/2crocee.2023.90","title":"SEISMIC RETROFITTING OF POST-WWII MID-RISE UNREINFORCED MASONRY RESIDENTIAL BUILDINGS IN THE BALKANS","year":2023,"lang":"en","type":"article","venue":"","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Unreinforced masonry building; Retrofitting; Masonry; Seismic retrofit; Engineering; Seismic zone; Civil engineering; Forensic engineering; Reinforced concrete; Structural engineering; Induced seismicity","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":[0.0003595853,0.000144596,0.000213809,0.0002034194,0.00005756098,0.00003553138,0.0003271904,0.00007882248,0.0003737198],"category_scores_gemma":[0.00007813492,0.0001039729,0.0001429543,0.001026085,0.00003341231,0.0001498964,0.00005402284,0.000193783,0.00004154466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002167344,"about_ca_system_score_gemma":0.00001021719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005798056,"about_ca_topic_score_gemma":0.00007359781,"domain_scores_codex":[0.9989194,0.00004223424,0.0003554077,0.0001494085,0.0002417012,0.0002918504],"domain_scores_gemma":[0.9995019,0.000130429,0.00004384922,0.0002523568,0.00003604851,0.00003540964],"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":[0.0001088085,0.000004968058,0.0118813,0.0005811767,0.0004192301,0.000119952,0.008369746,0.724424,0.220799,0.006334695,0.01554897,0.01140816],"study_design_scores_gemma":[0.0007292366,0.00006839366,0.032782,0.00009262498,0.0001254173,0.00001941702,0.006205016,0.9187696,0.03676901,0.0004505044,0.003469237,0.000519512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929743,0.00004594168,0.0002541653,0.0005876308,0.0001018167,0.00009931067,0.000007851354,0.0002184558,0.005710494],"genre_scores_gemma":[0.9982308,0.00004669666,0.0001652591,0.0001221157,0.00007526555,0.000006903002,0.00001907189,0.00001595181,0.001317928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1943456,"threshold_uncertainty_score":0.423989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007306999911911189,"score_gpt":0.2124704667879398,"score_spread":0.2051634668760286,"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."}}