{"id":"W2170083745","doi":"10.1061/(asce)0733-9445(2006)132:6(1006)","title":"Discussion of “Equivalent Static Wind Loads on Buildings: New Model” by Xinzhong Chen and Ahsan Kareem","year":2006,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wind and Air Flow Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Chen; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006627367,0.0001293217,0.0002036986,0.00003965807,0.00004156454,0.00001713331,0.0001033341,0.00002842362,0.00004119841],"category_scores_gemma":[0.0000151914,0.00007662291,0.00005364464,0.00007214634,0.00003583479,0.0002138133,0.00006386847,0.0001298293,7.56288e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007163965,"about_ca_system_score_gemma":0.000004971184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003337484,"about_ca_topic_score_gemma":0.000001203791,"domain_scores_codex":[0.9991655,0.000004718009,0.0002858485,0.00009804311,0.0002824588,0.0001633834],"domain_scores_gemma":[0.9996943,0.00001840873,0.0001394962,0.00005805415,0.000006333792,0.00008341214],"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":[0.00001750253,0.000008597485,0.004989108,0.00002556397,0.00001910585,0.000004871514,0.0003166055,0.8355774,0.1528531,0.00003440941,0.001993294,0.00416043],"study_design_scores_gemma":[0.004525463,0.001387545,0.4407888,0.001410032,0.0002350767,0.0002053523,0.000588325,0.4201058,0.1203452,0.004933568,0.003998827,0.001476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997914,0.0002080035,0.001271871,0.0003308777,0.0000942001,0.00003987081,0.000005300427,0.000006675441,0.0001291753],"genre_scores_gemma":[0.9967591,0.0000182587,0.00291142,0.00001402536,0.0000966392,1.359291e-7,6.231533e-7,0.00001017858,0.0001896648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4357997,"threshold_uncertainty_score":0.3124591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004175145268388898,"score_gpt":0.1908319119436005,"score_spread":0.1866567666752116,"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."}}