{"id":"W4394777771","doi":"10.62913/engj.v44i1.900","title":"The 2005 AISC Seismic Provisions for Structural Steel Buildings","year":2007,"lang":"en","type":"article","venue":"Engineering Journal","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Federal Emergency Management Agency","keywords":"Engineering; Seismic analysis; Steel design; Structural engineering; Seismic zone; Forensic engineering; Civil engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001139041,0.0002116205,0.0001834342,0.000110044,0.0002724374,0.0002681167,0.0002945774,0.00008444193,0.00002111519],"category_scores_gemma":[0.0002175185,0.0001567376,0.0001089128,0.00009361879,0.00001922233,0.0001783725,0.00002643081,0.0003488297,0.00001152954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491757,"about_ca_system_score_gemma":0.00002092974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001388839,"about_ca_topic_score_gemma":0.000001640003,"domain_scores_codex":[0.9986452,0.00001009771,0.0003796728,0.0001081471,0.0001890755,0.0006678259],"domain_scores_gemma":[0.9991049,0.0004370445,0.00005137628,0.000177527,0.00005098958,0.0001782029],"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":[0.00005638392,0.00000316037,0.00004412264,0.0001649035,0.0002118037,0.00004035054,0.0002834872,0.6178697,0.3245996,0.001108656,0.02452743,0.03109038],"study_design_scores_gemma":[0.0008158984,0.00008714677,0.001335645,0.0001188509,0.00003576916,0.0005189315,0.00004214616,0.5785313,0.04320491,0.0001242525,0.3747149,0.0004702985],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6766689,0.001237907,0.3154356,0.0002094687,0.005474544,0.0003847364,0.00001388581,0.0004458901,0.0001290202],"genre_scores_gemma":[0.9831782,0.00005370409,0.01494213,0.00003131041,0.001508551,0.00001481996,0.000002365508,0.0001002482,0.0001686512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3501875,"threshold_uncertainty_score":0.6391574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003969803350742962,"score_gpt":0.2123669140862806,"score_spread":0.2083971107355377,"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."}}