{"id":"W4394745306","doi":"10.62913/engj.v38i4.766","title":"The Effects of a Severe Fire on the Steel Frame of an Office Building","year":2001,"lang":"en","type":"article","venue":"Engineering Journal","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steel frame; Structural engineering; Residual; Frame (networking); Yield (engineering); Engineering; Forensic engineering; Computer science; Materials science; Composite material; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002746578,0.0004549743,0.000216393,0.0002836734,0.0008838354,0.000347882,0.0002535828,0.0006659726,0.001601951],"category_scores_gemma":[0.0009546984,0.0001820799,0.0004292983,0.0001405432,0.0007562069,0.0002206724,0.0004764355,0.0004288886,0.0002113932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164004,"about_ca_system_score_gemma":0.0001586899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007476225,"about_ca_topic_score_gemma":0.01134914,"domain_scores_codex":[0.9998093,0.00003517927,0.000007212334,0.00001618426,0.00006729938,0.00006476563],"domain_scores_gemma":[0.9995981,0.0001681746,0.00006857567,0.00003048904,0.00006410776,0.00007061182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008540484,0.001536869,0.1339015,0.0006300852,0.0005413103,0.02653728,0.003289289,0.1144058,0.5395954,0.002595241,0.002964023,0.1654627],"study_design_scores_gemma":[0.000219356,0.0112809,0.6998428,0.00009856524,0.0005564423,0.00889504,0.006365252,0.04176413,0.2175488,0.001612913,0.01160495,0.0002107891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979523,0.00007267801,0.0003244432,0.00002668765,0.00001798547,0.000005453455,0.00002232601,0.00001243986,0.001565526],"genre_scores_gemma":[0.9989032,0.0001058935,0.0002223066,0.00001365482,0.00001048537,0.000001709302,0.00002291728,0.000004157434,0.0007158253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007476225,"threshold_uncertainty_score":0.0148654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00346467895841148,"score_gpt":0.1866634867251302,"score_spread":0.1831988077667187,"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."}}