{"id":"W4399210831","doi":"10.1007/978-981-97-1972-3_25","title":"Comparative Analysis Between the Bridge Standards of USA, EU, Canada, and Vietnam in the Preliminary Design of Seismic Base Isolation","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Seismic analysis; Base isolation; Isolation (microbiology); Engineering; Forensic engineering; Base (topology); Civil engineering; Telecommunications; Biology; Mathematics","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":[0.002720459,0.0001523016,0.0001797635,0.0009488761,0.0008972539,0.001133384,0.0005905111,0.0002977415,0.002881391],"category_scores_gemma":[0.006181514,0.0001737256,0.0001760678,0.001024474,0.0004568082,0.0004650796,0.0004686702,0.0003952126,0.0001743472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006414163,"about_ca_system_score_gemma":0.006447103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1711633,"about_ca_topic_score_gemma":0.4306134,"domain_scores_codex":[0.9986618,0.0003896309,0.00004265806,0.00007687486,0.0006572126,0.0001719228],"domain_scores_gemma":[0.9956663,0.001853991,0.0001605792,0.00008839327,0.00207311,0.0001576743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002433686,0.001313067,0.3856181,0.0003471671,0.0001196716,0.0008339669,0.01457636,0.1319063,0.04988826,0.114769,0.006792015,0.2914025],"study_design_scores_gemma":[0.0001261699,0.002886856,0.7811152,0.0001761971,0.0002350773,0.0002039551,0.03811815,0.09653159,0.04018699,0.007706066,0.03263836,0.00007538385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9380056,0.000146774,0.004940541,0.0002134454,0.00001170687,0.00007769815,0.0001266368,0.0000139368,0.05646351],"genre_scores_gemma":[0.9947842,0.00006318324,0.001765383,0.00001786898,0.000001310569,0.00001712397,0.000111869,0.000006268196,0.003232833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8288367,"threshold_uncertainty_score":0.3403339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435823375912968,"score_gpt":0.2249481525414475,"score_spread":0.2105899187823178,"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."}}