{"id":"W2124878418","doi":"10.1061/9780784412367.073","title":"1 Dubai—Engineering and Optimizing a Mega-Structure","year":2012,"lang":"en","type":"article","venue":"Structures Congress 2012","topic":"Seismic and Structural Analysis of Tall Buildings","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rowan Williams Davies & Irwin (Canada)","funders":"","keywords":"Constructability; Key (lock); Intuition; Engineering; Construction engineering; Product design; New product development; Computer science; Systems engineering; Engineering management; Architectural engineering; Product (mathematics); Risk analysis (engineering); Business; Computer security; Marketing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006337647,0.0003727048,0.0003578598,0.0001633666,0.0001085332,0.00009573866,0.0002210961,0.0001827766,0.0004319872],"category_scores_gemma":[0.00002415535,0.0003143736,0.00009344349,0.0001629123,0.00007000114,0.0007329283,0.00008554917,0.0003264018,0.000005470939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004309131,"about_ca_system_score_gemma":0.000004706793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001309846,"about_ca_topic_score_gemma":0.000003104422,"domain_scores_codex":[0.998638,0.00001304524,0.0002562788,0.0002171977,0.0002126719,0.000662777],"domain_scores_gemma":[0.9993122,0.00004459465,0.00004847647,0.0002624815,0.00003252364,0.0002997584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008235632,0.00002053185,0.01991544,0.0009158127,0.002332505,0.00004402097,0.003779811,0.4045015,0.434946,0.04619425,0.02998235,0.05728545],"study_design_scores_gemma":[0.004745162,0.0001489553,0.1293959,0.0004096634,0.001581653,0.002465137,0.001240344,0.3547961,0.2023255,0.008986915,0.2853099,0.008594731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880427,0.0083632,0.0006117185,0.00005202495,0.00174327,0.0001151512,0.00003235826,0.0003847644,0.0006548412],"genre_scores_gemma":[0.9916788,0.00009647178,0.007394027,0.00008520543,0.0005443699,0.000005496555,0.00001928174,0.00005927984,0.0001170777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2553276,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005574988107252279,"score_gpt":0.1932922148447316,"score_spread":0.1877172267374793,"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."}}