{"id":"W114242239","doi":"","title":"Experimental study and numerical modelling of the fire resistance of wood-stud wall assemblies","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"FPInnovations","keywords":"Fire resistance; Structural engineering; Deflection (physics); Fire test; Shear wall; Materials science; Heat transfer; Composite material; Fire performance; Engineering; Mechanics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0005547839,0.0004541096,0.0004369979,0.0003127485,0.000294269,0.0002586569,0.0005648712,0.0004763047,0.001698395],"category_scores_gemma":[0.001486724,0.0002842823,0.000305309,0.0001940279,0.0003106632,0.000380705,0.0002332693,0.0003211045,0.0002561158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001953507,"about_ca_system_score_gemma":0.0001007445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000523237,"about_ca_topic_score_gemma":0.0007248279,"domain_scores_codex":[0.9995682,0.00007911774,0.00003704477,0.00007131801,0.0001842529,0.00006015827],"domain_scores_gemma":[0.9990748,0.0004512984,0.0001398901,0.0001825942,0.0001153705,0.00003589582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006094851,0.0007075209,0.005771083,0.0001514672,0.00002237064,0.0002907745,0.0002419883,0.05391588,0.9254531,0.0002543682,0.00009243001,0.01248943],"study_design_scores_gemma":[0.00005790392,0.004084575,0.01981216,0.00002033674,0.0000365996,0.0002974583,0.0001192661,0.172785,0.801652,0.0001080513,0.0009915014,0.00003512406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939546,0.00007993224,0.005297747,0.000004851759,0.000007106029,0.00002002243,0.0000505563,0.00005270567,0.0005325359],"genre_scores_gemma":[0.995919,0.00007145287,0.003487248,0.000002592556,0.000003473192,0.00002117685,0.00006945954,0.00001227384,0.0004133797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001698395,"threshold_uncertainty_score":0.005681753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03692603486157061,"score_gpt":0.2150786055065983,"score_spread":0.1781525706450277,"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."}}