{"id":"W7000599491","doi":"","title":"Fire performance of mass-timber encapsulation methods and the effect of encapsulation on char rate of cross-laminated timber","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FPInnovations; State Council of Higher Education for Virginia","keywords":"Charring; Encapsulation (networking); Char; Intumescent; Gypsum; Fire resistance","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004674909,0.000330427,0.000246208,0.0001826713,0.0002297204,0.0003021703,0.0001668059,0.0002717325,0.0009375924],"category_scores_gemma":[0.0005502727,0.0001925147,0.0003973138,0.0001075127,0.0002106534,0.0002034056,0.0002278425,0.0003134413,0.0001769748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595952,"about_ca_system_score_gemma":0.00007194069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000486118,"about_ca_topic_score_gemma":0.0009043153,"domain_scores_codex":[0.999765,0.00005545193,0.0000230029,0.00004933737,0.00005401186,0.0000532032],"domain_scores_gemma":[0.9994191,0.0002261398,0.0001127883,0.00007553678,0.0001082197,0.00005822047],"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":[0.0005888205,0.0001292406,0.003039448,0.00003053281,0.00001821951,0.00008864696,0.0000868023,0.0005455958,0.9925207,0.00001289341,0.000009893532,0.002929195],"study_design_scores_gemma":[0.000007502982,0.002364629,0.01913183,0.000003243505,0.00002355064,0.0001338701,0.00006504648,0.0006815821,0.9774344,0.000005755294,0.0001416265,0.000007036076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993103,0.0001052341,0.0003725614,0.000002727373,0.00000325266,0.000005816882,0.00001996007,0.000004801915,0.0001754185],"genre_scores_gemma":[0.9983802,0.00009158313,0.0008308816,0.000008250495,0.000002561159,0.000009927795,0.00007887305,0.00001082603,0.0005868149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009375924,"threshold_uncertainty_score":0.003136516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006761995395752598,"score_gpt":0.2897070348330545,"score_spread":0.2829450394373019,"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."}}