{"id":"W7001105267","doi":"","title":"Impact of Cascading Failures on \\nPerformance Assessment of Civil Infrastructure Systems","year":2007,"lang":"en","type":"dissertation","venue":"UPT. Syiah Kuala University Library (Syiah Kuala University)","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Critical infrastructure; Seismic risk; Vulnerability assessment; Hazard; Situated; Induced seismicity; Probabilistic logic","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000159524,0.0008215736,0.001305411,0.003657764,0.0003591846,0.0000534218,0.001304528,0.0008681095,0.0004442937],"category_scores_gemma":[0.000009848291,0.0009271523,0.0008054742,0.002635122,0.0001514599,0.002034073,0.0002720213,0.0010284,0.00001277429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007135382,"about_ca_system_score_gemma":0.0005511297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003454244,"about_ca_topic_score_gemma":0.0001289329,"domain_scores_codex":[0.9972245,0.0001203313,0.0005998459,0.0006196943,0.0007366504,0.0006989693],"domain_scores_gemma":[0.9979399,0.0001796554,0.0006509593,0.0007551935,0.0001688402,0.0003053907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002030652,0.0006442535,0.1267478,0.007965355,0.01048485,0.00143516,0.0111224,0.7762517,0.006306022,0.01339729,0.03761896,0.005995553],"study_design_scores_gemma":[0.01188341,0.003437974,0.3461325,0.01055888,0.006094784,0.00007968452,0.07734237,0.2041713,0.01399621,0.000154087,0.3168384,0.009310348],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8839425,0.0002074315,0.0003033009,0.00001264674,0.0005738523,0.0003462198,0.0005316726,0.000331042,0.1137513],"genre_scores_gemma":[0.9774723,0.002051612,0.0002499242,0.00001141412,0.0001416842,2.655853e-7,0.001357789,0.0001042723,0.01861073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5720804,"threshold_uncertainty_score":0.9993179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004037365391658085,"score_gpt":0.2102886596533312,"score_spread":0.2062512942616731,"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."}}