{"id":"W2888200574","doi":"10.22382/wfs-2018-037","title":"SEISMIC DESIGN OF CROSS-LAMINATED TIMBER BUILDINGS","year":2018,"lang":"en","type":"article","venue":"Wood and Fiber Science","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross laminated timber; Structural engineering; Engineered wood; Engineering; Seismic analysis; Forensic engineering; Civil engineering; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001329361,0.00006826102,0.00007002588,0.00005347133,0.0000965875,0.00005827853,0.0001135389,0.00002371335,0.00005587366],"category_scores_gemma":[0.000009050963,0.00005199121,0.00000977858,0.000245577,0.0005775006,0.0002469552,0.00002991369,0.0000289899,0.00004941533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009995062,"about_ca_system_score_gemma":0.00001446196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008484732,"about_ca_topic_score_gemma":4.163405e-7,"domain_scores_codex":[0.9995424,0.000003951161,0.00007718394,0.0001178774,0.00009855165,0.0001601001],"domain_scores_gemma":[0.9997827,0.00001303604,0.00001188619,0.0000980538,0.0000542911,0.00003997269],"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":[0.0001468062,0.0002001792,0.02545739,0.0003464106,0.0001893397,0.00001914951,0.01919176,0.04754839,0.791496,0.002159546,0.006994805,0.1062502],"study_design_scores_gemma":[0.0005035183,0.0003769278,0.01501212,0.00006233621,0.00001888414,0.00001933479,0.00004072457,0.1954643,0.7829303,0.0005762652,0.004694811,0.0003004823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898271,0.0002399556,0.001988177,0.00001594932,0.0001018634,0.00005875634,0.000001469635,0.00006769218,0.007699023],"genre_scores_gemma":[0.9952425,0.00001508347,0.003643496,0.00001103037,0.00002372632,0.000002498897,2.231639e-7,0.000005965487,0.001055511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479159,"threshold_uncertainty_score":0.2127825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670299861458303,"score_gpt":0.2363916217870436,"score_spread":0.2196886231724605,"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."}}