{"id":"W7115735815","doi":"10.71846/18-wcee-0507","title":"COMPARISON OF METHODOLOGIES FOR QUANTIFICATION OF SEISMIC PERFORMANCE FACTORS IN US AND CANADA","year":2025,"lang":"en","type":"article","venue":"World Conference of Earthquake Engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seismic analysis; Code (set theory); Seismic risk; Selection (genetic algorithm); Earthquake engineering; Building code","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300072,0.001023095,0.0005635701,0.009514645,0.001853857,0.003509662,0.002053499,0.0004222244,0.004304897],"category_scores_gemma":[0.013398,0.0004781614,0.0009646253,0.01079084,0.001003875,0.0009347866,0.001862225,0.0006650244,0.0007190038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0435188,"about_ca_system_score_gemma":0.04515935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.949447,"about_ca_topic_score_gemma":0.9643164,"domain_scores_codex":[0.9932955,0.0007734873,0.0002711969,0.0004551822,0.004703118,0.0005014894],"domain_scores_gemma":[0.9893415,0.001086687,0.0004306294,0.0003523217,0.008591063,0.0001979033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002627902,0.0001452268,0.03775784,0.000756221,0.0002185631,0.0002026996,0.002495015,0.04512325,0.004837119,0.1122537,0.02019425,0.7757533],"study_design_scores_gemma":[0.000133139,0.0002868971,0.2848879,0.00214075,0.0005241198,0.0005740216,0.009405505,0.2925676,0.04106104,0.02603202,0.3417007,0.0006863429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1408667,0.006905379,0.4626715,0.001461779,0.0002143125,0.00141397,0.01107289,0.002912705,0.3724808],"genre_scores_gemma":[0.4281393,0.007949279,0.5240651,0.0003835321,0.00003833535,0.001118243,0.005832557,0.0007474158,0.03172627],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05055302,"threshold_uncertainty_score":0.3157524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06083657910352565,"score_gpt":0.2789659708790237,"score_spread":0.2181293917754981,"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."}}