{"id":"W4392460068","doi":"10.1016/j.istruc.2024.106144","title":"Quantification of seismic performance factors of mixed concrete/steel buildings using the FEMA P695 methodology","year":2024,"lang":"en","type":"article","venue":"Structures","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Structural engineering; Forensic engineering; Engineering; Seismic analysis; Civil engineering; Computer science; Construction 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":[0.0002001976,0.0001190633,0.0002306546,0.00014233,0.00004445334,0.0000147056,0.0001734728,0.00006115581,0.00003544574],"category_scores_gemma":[0.00002349274,0.00007871863,0.00009651604,0.0003159433,0.000100941,0.0001062671,0.00001921434,0.0001315324,0.00000101948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002140645,"about_ca_system_score_gemma":0.00001963462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009642777,"about_ca_topic_score_gemma":0.000001901098,"domain_scores_codex":[0.9993145,0.0000359923,0.0002696813,0.0001223374,0.0001189503,0.0001384975],"domain_scores_gemma":[0.9995504,0.0001329313,0.00005752972,0.0002084717,0.0000337893,0.00001689407],"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":[0.000007742674,6.868902e-7,0.003392159,0.0005662842,0.0002558757,4.941667e-7,0.001577584,0.2278395,0.7555856,0.001333385,0.0001496002,0.009291083],"study_design_scores_gemma":[0.0000460331,0.00001161147,0.008557872,0.00004680143,0.00009798491,0.000005826163,0.0004614624,0.4748487,0.5147781,0.0003166051,0.0007391343,0.00008986445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824458,0.001327978,0.01554209,0.00001762646,0.0004641842,0.00005438042,0.00001761731,0.00006158774,0.00006875035],"genre_scores_gemma":[0.9978039,0.0001421402,0.001938074,0.00001070902,0.00005769706,0.00000164914,0.00001036323,0.00001697532,0.00001850951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2470092,"threshold_uncertainty_score":0.3210053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0549878649615778,"score_gpt":0.2963935363250159,"score_spread":0.2414056713634381,"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."}}