{"id":"W3087329381","doi":"","title":"Structural Exposure of Steel Frame in Large Fire Incident","year":2015,"lang":"en","type":"article","venue":"Response of Structures Under Extreme Loading (PROTECT 2015)","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cladding (metalworking); Ceiling (cloud); Environmental science; Steel frame; Coating; Forensic engineering; Materials science; Engineering; Composite material; Structural 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":[0.0001390178,0.0002244399,0.0001826595,0.0006455908,0.0006738452,0.000320015,0.000340981,0.0004758176,0.001777324],"category_scores_gemma":[0.000388727,0.0001771615,0.0001918565,0.0003013961,0.0004533043,0.0001663137,0.0003275952,0.0003124004,0.0002409967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058543,"about_ca_system_score_gemma":0.0002195084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295909,"about_ca_topic_score_gemma":0.02470572,"domain_scores_codex":[0.9998128,0.0000124319,0.000005500433,0.00002415899,0.0000934556,0.00005173709],"domain_scores_gemma":[0.9998463,0.00002021038,0.00004487887,0.00001283484,0.0000512097,0.0000244259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00198218,0.0005274724,0.4603894,0.0002333018,0.00008955496,0.01903654,0.003208235,0.02970853,0.40331,0.001022597,0.00117928,0.07931298],"study_design_scores_gemma":[0.00001543866,0.001258537,0.8900366,0.00003632256,0.00005058079,0.005876081,0.002551054,0.01208751,0.08422622,0.0003544528,0.003466458,0.00004076671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975027,0.00006382324,0.0006746621,0.00000955758,0.00000540181,0.00001059246,0.00002864026,0.00001474783,0.00168995],"genre_scores_gemma":[0.9993387,0.00004105072,0.0002095444,0.000004502012,0.000001699604,0.000001481213,0.00002994935,0.000002937244,0.0003702468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01295909,"threshold_uncertainty_score":0.02576733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647434729406698,"score_gpt":0.2527877164432691,"score_spread":0.2263133691492021,"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."}}