{"id":"W2388513013","doi":"","title":"Fire Response Analysis of Reinforced Concrete Slabs Considering Transient Strain","year":2014,"lang":"en","type":"article","venue":"","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Transient (computer programming); Slab; Materials science; Structural engineering; Finite element method; Parametric statistics; Stress–strain curve; Constitutive equation; Thermal; Nonlinear system; Strain (injury); Stress (linguistics); Mechanics; Engineering; Physics; Thermodynamics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002443774,0.0003993507,0.000244494,0.00038699,0.0001641513,0.0001717532,0.0003016416,0.0003655111,0.0008096409],"category_scores_gemma":[0.0003629298,0.0002097431,0.0005331778,0.0001782259,0.0002638258,0.000199641,0.0001961436,0.0002815523,0.000144891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843452,"about_ca_system_score_gemma":0.0002553122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004091739,"about_ca_topic_score_gemma":0.002798883,"domain_scores_codex":[0.9999075,0.00001250951,0.000002953707,0.00001298227,0.00004099301,0.00002298806],"domain_scores_gemma":[0.9998465,0.00004423592,0.00002750047,0.00001684636,0.00004979302,0.00001509335],"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":[0.0004340866,0.00008318469,0.01069655,0.00008538368,0.00004288467,0.0006914737,0.0002197655,0.514648,0.4556766,0.00155188,0.0001743774,0.01569583],"study_design_scores_gemma":[0.000005137099,0.0001015595,0.008234658,0.000005283483,0.00001248835,0.00009334329,0.00005128002,0.957028,0.03413086,0.0001961227,0.0001295405,0.00001174914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651308,0.00005887023,0.03316956,0.00002321619,0.000004938832,0.000008935115,0.00003528959,0.0001167511,0.001451664],"genre_scores_gemma":[0.9980026,0.00003185478,0.001468943,0.00000240784,0.00000107175,0.000003205599,0.00002644206,0.000008196721,0.0004553332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004091739,"threshold_uncertainty_score":0.008135855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007769638742073205,"score_gpt":0.2094003247183602,"score_spread":0.201630685976287,"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."}}