{"id":"W2166935555","doi":"10.1193/1.1856536","title":"Educational Reconnaissance of the Area Affected by the 1999 Chi‐Chi Earthquake—Three Years Later","year":2005,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Seismic Performance and Analysis","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bridge (graph theory); Engineering; Earthquake engineering; Forensic engineering; Civil engineering; Transport engineering; Geotechnical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001477899,0.0001676106,0.0001863414,0.00005637189,0.0001049025,0.00003398286,0.0003348891,0.00006394394,0.001187552],"category_scores_gemma":[0.00001691076,0.0001131286,0.0001700768,0.0003702971,0.0001067495,0.0001404325,0.00002254313,0.0002780009,0.0002446792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002802534,"about_ca_system_score_gemma":0.00003104237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003749244,"about_ca_topic_score_gemma":0.000426748,"domain_scores_codex":[0.999015,0.00002596726,0.0002558653,0.000176687,0.0002350851,0.0002914121],"domain_scores_gemma":[0.9993514,0.00003914868,0.00006077078,0.0004763514,0.00002269024,0.00004966028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005864696,0.000518006,0.06412947,0.0001407891,0.001384921,0.000005599309,0.004978491,0.09042379,0.0345348,0.002157896,0.3679899,0.4336777],"study_design_scores_gemma":[0.0003382318,0.0000222881,0.8966447,0.00005084868,0.00005008029,0.00001567474,0.00004044228,0.02085538,0.01335796,0.0002145015,0.06815004,0.000259851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911189,0.001301706,0.0001176393,0.001693502,0.000256944,0.0001391715,0.00003027569,0.00007452671,0.005267349],"genre_scores_gemma":[0.9977843,0.00009631968,0.0001704621,0.0002714484,0.0003883057,0.00001482889,0.00001829888,0.00002621847,0.001229811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8325152,"threshold_uncertainty_score":0.9997255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007544622987528957,"score_gpt":0.1976908774758861,"score_spread":0.1901462544883572,"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."}}