{"id":"W2109252431","doi":"10.1177/1042391506054038","title":"Behavior of Structures in Fire and Real Design - A Case Study","year":2006,"lang":"en","type":"article","venue":"Journal of Fire Protection Engineering","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arup Group (Canada)","funders":"","keywords":"Poison control; Engineering; Forensic engineering; Human factors and ergonomics; Injury prevention; Occupational safety and health; Medical emergency; Medicine; Pathology","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":[0.0003947797,0.0001421856,0.0002902349,0.0001952328,0.00001921606,0.00002808935,0.00005483362,0.0000757027,0.000007120932],"category_scores_gemma":[0.00004327477,0.0001366384,0.00003689048,0.0001685224,0.000009236564,0.0001731908,0.00001206234,0.0002022926,1.752488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007952249,"about_ca_system_score_gemma":0.00001146769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008098598,"about_ca_topic_score_gemma":0.00002139236,"domain_scores_codex":[0.999111,0.00004526715,0.0004953445,0.00007753722,0.0001387468,0.0001321083],"domain_scores_gemma":[0.999669,0.0000504387,0.0001128135,0.00008432243,0.00004597114,0.00003746747],"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":[0.00006254452,0.0000626674,0.002504747,0.0003859232,0.00006242865,0.003119559,0.0006921417,0.5327501,0.4415077,0.000006280284,0.00002044997,0.01882546],"study_design_scores_gemma":[0.004858496,0.00245852,0.1600128,0.0006036914,0.0002536999,0.02313443,0.0008000362,0.5652354,0.2415645,0.00006767225,0.00006956595,0.0009411828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926763,0.0002602631,0.006165121,0.000003558232,0.0003349994,0.0004996102,0.0000017961,0.00005403656,0.000004381132],"genre_scores_gemma":[0.9973345,0.00001306116,0.002457662,3.788608e-7,0.000130994,0.00003074271,1.359458e-7,0.00003060725,0.000001866495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1999432,"threshold_uncertainty_score":0.5571952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133277986601339,"score_gpt":0.2146690344748063,"score_spread":0.2033362546087929,"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."}}