{"id":"W4396237414","doi":"10.1061/jsendh.steng-12366","title":"Multiobjective Structural Layout Optimization of Tall Buildings Subjected to Dynamic Wind Loads","year":2024,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Structural engineering; Wind engineering; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004893843,0.0007909687,0.0005121735,0.0005300165,0.0002528592,0.0005885832,0.0003093409,0.0006248102,0.001436108],"category_scores_gemma":[0.000539247,0.000365564,0.0006014721,0.000374963,0.0002835469,0.0003194532,0.0005071519,0.0003532357,0.0001835541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003579448,"about_ca_system_score_gemma":0.0005284837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025669,"about_ca_topic_score_gemma":0.003213293,"domain_scores_codex":[0.9998246,0.00006285484,0.000005712863,0.00002344184,0.00004945611,0.00003398618],"domain_scores_gemma":[0.9997968,0.0000997157,0.00003764464,0.00001660748,0.0000313849,0.00001791663],"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":[0.0000124379,0.00001160645,0.0002265771,0.00001848238,0.000007752162,0.00003222836,0.000008780723,0.9926082,0.00241083,0.0003315035,0.00005638164,0.004275249],"study_design_scores_gemma":[0.00000321757,0.00006437283,0.000404356,0.000003965621,0.000005565468,0.00001305331,0.00001956728,0.9979907,0.0008535594,0.0003800473,0.0002577102,0.00000391253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3789043,0.0004875366,0.6096572,0.0001285835,0.00004167297,0.00007615911,0.0001562338,0.0003354841,0.01021275],"genre_scores_gemma":[0.9400391,0.0002003411,0.05657434,0.00002289046,0.000007344951,0.00009625672,0.0001348397,0.00006007414,0.002864703],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002025669,"threshold_uncertainty_score":0.004804254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002854436854961578,"score_gpt":0.2096835642740311,"score_spread":0.2068291274190696,"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."}}