{"id":"W4405990201","doi":"10.1080/15397734.2024.2447755","title":"Reliability-based simultaneous optimization of quantities, positions, and parameters of inerter-based vibration absorbers to minimize the probability of building failure during earthquakes via the CIOA","year":2025,"lang":"en","type":"article","venue":"Mechanics Based Design of Structures and Machines","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Lévis","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Reliability (semiconductor); Vibration; Structural engineering; Engineering; Reliability engineering; Computer science; Physics; Acoustics","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":[0.0002567948,0.00014546,0.0002817096,0.0001573695,0.00008197704,0.00001453364,0.0001195099,0.00006511476,0.000005116387],"category_scores_gemma":[0.0001070182,0.00009489333,0.00006708036,0.0003112608,0.00007213977,0.000055878,0.00001582786,0.0000764775,7.239998e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424201,"about_ca_system_score_gemma":0.00003894157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130096,"about_ca_topic_score_gemma":0.00001501464,"domain_scores_codex":[0.9991251,0.0000845492,0.0003989142,0.0001481619,0.0001435437,0.00009973106],"domain_scores_gemma":[0.9990251,0.0004536988,0.0001353468,0.0002533237,0.0001106915,0.00002184075],"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":[0.0001328911,0.00001363556,0.0001650936,0.0005763256,0.00003978732,1.345761e-7,0.00008997979,0.8921327,0.1056941,0.0002090328,0.000003015405,0.0009433059],"study_design_scores_gemma":[0.0003252552,0.000065682,0.0003013285,0.00009773616,0.0001000843,3.202225e-7,0.00007848538,0.847597,0.1500906,0.001271349,9.70535e-7,0.00007119802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4564563,0.0000914319,0.5430586,0.0001195307,0.00002442058,0.0002087883,0.00002799462,0.00001229432,6.534221e-7],"genre_scores_gemma":[0.901211,0.00001571462,0.09867059,0.00006600079,0.000004201571,0.00001159806,0.00001163373,0.000008646115,5.98348e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4447547,"threshold_uncertainty_score":0.3869638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005944274827928587,"score_gpt":0.2022550434906833,"score_spread":0.1963107686627547,"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."}}