{"id":"W4323304405","doi":"10.18280/ijdne.180111","title":"Impact of Heating on Structural Performance of Voided Two-Way Reinforced Concrete Slabs","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Reinforced concrete; Engineering; Materials science; Forensic engineering; Civil engineering","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":[0.0002665877,0.0003783776,0.0002791375,0.0002420795,0.0002470364,0.0003254473,0.0002735805,0.0003323491,0.002002996],"category_scores_gemma":[0.0006593494,0.0002094433,0.0003285241,0.0001568824,0.0004813879,0.0002606992,0.0003558146,0.0003864712,0.0002753718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003109041,"about_ca_system_score_gemma":0.0001998587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001930218,"about_ca_topic_score_gemma":0.004060976,"domain_scores_codex":[0.9996735,0.00004282211,0.00001466435,0.00004861306,0.0001514963,0.00006901447],"domain_scores_gemma":[0.9993562,0.0001930228,0.0001324536,0.00008641813,0.0001476475,0.00008425395],"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":[0.001114573,0.000260646,0.04714172,0.0001441325,0.00006829354,0.0004693453,0.0006718026,0.01355732,0.9250609,0.000106524,0.00005882994,0.01134583],"study_design_scores_gemma":[0.00001808083,0.006026956,0.4390774,0.00002617881,0.000125105,0.0003673733,0.001517748,0.007643231,0.5441429,0.0001395536,0.0008703529,0.00004512935],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995254,0.00002476845,0.0001735761,0.000003343719,0.000001167466,0.000002562007,0.00001966126,0.000008341058,0.000241196],"genre_scores_gemma":[0.9995097,0.00001791065,0.0001172995,0.000002506448,6.134148e-7,0.000001790234,0.00003239669,0.000004210199,0.0003135978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002002996,"threshold_uncertainty_score":0.006700635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00750723619249545,"score_gpt":0.2588535382275376,"score_spread":0.2513463020350422,"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."}}