{"id":"W2581305092","doi":"","title":"Fire resistance of cross - laminated timber elements","year":2016,"lang":"en","type":"article","venue":"Repozitorij Univerze v Ljubljani (Univerze v Lgubljani)","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross laminated timber; Charring; Parametric statistics; Structural engineering; Slab; Finite element method; Fire resistance; Fire protection engineering; Engineering; Forensic engineering; Mathematics; Materials science; Mechanical engineering; Statistics; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002147348,0.0005256246,0.0005792489,0.0002726809,0.0001998251,0.00007310329,0.0005816352,0.0002894259,0.0007446355],"category_scores_gemma":[0.00006400302,0.0004184882,0.0002363108,0.0007916045,0.0002744449,0.001167396,0.0001313436,0.0001872695,0.0002218552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004637724,"about_ca_system_score_gemma":0.00009568771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006394872,"about_ca_topic_score_gemma":0.00007422062,"domain_scores_codex":[0.9974452,0.00008908591,0.0006509383,0.0005575346,0.000539328,0.0007179661],"domain_scores_gemma":[0.9980971,0.000161484,0.0002435908,0.0009165473,0.0003627361,0.0002184944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002754164,0.002146677,0.185752,0.003284452,0.007298182,0.003279628,0.007190326,0.002372438,0.4598466,0.0879517,0.1190104,0.1191133],"study_design_scores_gemma":[0.0105704,0.0008149054,0.03649931,0.001954472,0.0005011715,0.00008959702,0.001205528,0.002726527,0.1279954,0.002192297,0.8119636,0.00348679],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9277461,0.001486908,0.00120894,0.0002306267,0.001847546,0.0005184143,0.0001681175,0.0009782831,0.0658151],"genre_scores_gemma":[0.946479,0.000848631,0.001353982,0.000009094404,0.0002672995,0.00001025035,0.00002777103,0.000129428,0.05087459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6929532,"threshold_uncertainty_score":0.9998267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008755171104742294,"score_gpt":0.2025606798165517,"score_spread":0.1938055087118094,"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."}}