{"id":"W6986880685","doi":"","title":"Recent fires should have officials rethinking regulations, engineer says: construction site fire safety stymied by code variances","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fire safety; Code (set theory); Building code; Fire protection; Construction site safety","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00674883,0.00049226,0.0004757183,0.0006591113,0.01230917,0.007365188,0.002015903,0.02553854,0.02394987],"category_scores_gemma":[0.03363901,0.0007636411,0.001082594,0.0005521049,0.002911616,0.003780162,0.001712477,0.02109592,0.008857869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004596071,"about_ca_system_score_gemma":0.01957237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1244418,"about_ca_topic_score_gemma":0.2689538,"domain_scores_codex":[0.9903265,0.001149043,0.0006211312,0.0008048781,0.005553961,0.001544536],"domain_scores_gemma":[0.9640492,0.01228253,0.001415721,0.001702573,0.01769506,0.002854904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002642786,0.00006206737,0.002151843,0.00004144373,0.00000935702,0.0001079389,0.0008048014,0.0001007853,0.0007536035,0.004936207,0.9773589,0.01364665],"study_design_scores_gemma":[0.00003410398,0.00007984107,0.00780384,0.0001307926,0.00004119056,0.0001134218,0.003443445,0.0002952291,0.001259726,0.002097561,0.9846205,0.00008037953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008562898,0.000956693,0.00275778,0.8811113,0.01973095,0.00007192997,0.0002721517,0.0009307605,0.08560551],"genre_scores_gemma":[0.04087687,0.0006277612,0.002809394,0.7213753,0.003064044,0.0000971135,0.0003146907,0.0004144177,0.2304204],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1244418,"threshold_uncertainty_score":0.2474349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285302013785537,"score_gpt":0.2412572811546277,"score_spread":0.212727079776074,"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."}}