{"id":"W4392908198","doi":"10.32920/25412770","title":"Axial Load Behaviour of Non-pierced and Pierced Double Skin Composite Walls Subjected to Elevated Temperature","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Fire effects on concrete materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Toronto Metropolitan University","funders":"","keywords":"Stiffness; Structural engineering; Composite number; Materials science; Deformation (meteorology); Composite material; Structural load; Geotechnical engineering; Geology; Engineering","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":[0.0002362777,0.0002838346,0.0002750296,0.0002988976,0.0002168976,0.0002361354,0.0002336639,0.0004008325,0.003096585],"category_scores_gemma":[0.0003651539,0.0001947156,0.0002354964,0.00020455,0.0004772284,0.0002058619,0.0002132927,0.0003326664,0.0005027005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787351,"about_ca_system_score_gemma":0.0001207645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666501,"about_ca_topic_score_gemma":0.002465425,"domain_scores_codex":[0.9997657,0.0000213447,0.00001347136,0.00004348848,0.0001031708,0.00005277033],"domain_scores_gemma":[0.9996276,0.00008466366,0.00008166832,0.00003829788,0.0001084863,0.00005933315],"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":[0.001206486,0.00007370317,0.003523599,0.00005255336,0.00001356326,0.0003258639,0.0002450859,0.005559459,0.9855882,0.00006374428,0.00008279861,0.003264957],"study_design_scores_gemma":[0.00001771979,0.001437227,0.07798293,0.00001835634,0.00002762103,0.0001806536,0.0004697207,0.01443707,0.9046299,0.00006340667,0.0006988051,0.0000366232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991774,0.00004473355,0.0002493196,0.000004518661,0.000005183097,0.000003052625,0.00006717005,0.00001129686,0.0004372315],"genre_scores_gemma":[0.9988163,0.00003339733,0.0001052549,0.000004402757,0.00000149238,0.000002803528,0.00007998594,0.000006711213,0.0009496832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003096585,"threshold_uncertainty_score":0.01035911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005845625974267066,"score_gpt":0.2285295208800139,"score_spread":0.2226838949057468,"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."}}