{"id":"W3198046973","doi":"10.4095/328860","title":"Developing a retrofit scheme for Canada's Seismic Risk Model","year":2021,"lang":"en","type":"report","venue":"","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Retrofitting; Seismic risk; Unreinforced masonry building; Masonry; Induced seismicity; Plan (archaeology); Seismic retrofit; Risk analysis (engineering); Function (biology); Engineering; Process (computing); Civil engineering; Computer science; Construction engineering; Business; Reinforced concrete; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002693335,0.0002752973,0.0004005645,0.00001765998,0.0002836869,0.00002584496,0.0002146471,0.0001529021,0.0004298041],"category_scores_gemma":[0.0002143602,0.000233508,0.0001286535,0.0001209122,0.00004884726,0.00004370266,0.0003954027,0.0002292372,0.00001538433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230863,"about_ca_system_score_gemma":0.002431822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6496173,"about_ca_topic_score_gemma":0.7878666,"domain_scores_codex":[0.9979861,0.00001202938,0.0003086401,0.0005463451,0.0007332295,0.0004136599],"domain_scores_gemma":[0.9993876,0.00004838778,0.0001630558,0.0002694982,0.00005122162,0.00008024259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000255738,0.000009484344,0.009588679,0.0001099809,0.0001136534,0.00001854464,0.00003837299,0.004494528,0.00002724066,0.000024909,0.9779501,0.007621969],"study_design_scores_gemma":[0.0001582032,0.00001020742,0.002652092,0.0001094345,0.00006392552,0.00001141844,0.0001058279,0.05786046,0.0002422023,0.0003313818,0.9378468,0.0006080725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02874437,0.002274751,0.2032076,0.00551217,0.002820109,0.001502066,0.001091733,0.0002148776,0.7546323],"genre_scores_gemma":[0.07949235,0.005344338,0.1821777,0.003245703,0.00106992,0.0003788354,0.0004227442,0.0001940377,0.7276744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1382493,"threshold_uncertainty_score":0.9522182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665781961690145,"score_gpt":0.2626388251369432,"score_spread":0.2259810055200417,"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."}}