{"id":"W4415221976","doi":"10.24124/2025/30585","title":"Uncoupled dual-mechanism system for seismic resilience: Parametric analyses and preliminary design procedure","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constructability; Parametric statistics; Resilience (materials science); Seismic analysis; Nonlinear system; Base (topology); Component (thermodynamics); Structural system; Seismic loading; Incremental Dynamic Analysis","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":[0.0004432366,0.0005880632,0.0003985121,0.0003541645,0.0003166838,0.0005382349,0.0007430561,0.0004724406,0.003040358],"category_scores_gemma":[0.0007449609,0.0003188395,0.000444844,0.0001567045,0.000303026,0.0004323,0.0005827247,0.000443284,0.000533539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004031903,"about_ca_system_score_gemma":0.0008252737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489488,"about_ca_topic_score_gemma":0.002029335,"domain_scores_codex":[0.9997576,0.00005672668,0.0000107832,0.00003124188,0.0001141717,0.00002949947],"domain_scores_gemma":[0.9997651,0.00006820165,0.00004287863,0.00003814767,0.00007095198,0.00001472686],"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":[0.0002905137,0.000203315,0.002319115,0.0004559878,0.00003402034,0.0003473239,0.0003054964,0.7755628,0.1463223,0.009510215,0.0006330157,0.06401593],"study_design_scores_gemma":[0.00005362958,0.001110348,0.001286048,0.00003020934,0.00003469289,0.000110808,0.00008262118,0.9417153,0.0481842,0.001020216,0.006337335,0.00003456693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3195449,0.0001526964,0.6687484,0.0001503898,0.00003622859,0.0006267088,0.0002658911,0.0006847506,0.009790063],"genre_scores_gemma":[0.8889881,0.0001138262,0.1072896,0.00001315591,0.000004428062,0.0004140098,0.0001235245,0.00002714843,0.00302618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003040358,"threshold_uncertainty_score":0.01017094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01907979018099433,"score_gpt":0.2754519015030424,"score_spread":0.2563721113220481,"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."}}