{"id":"W4402826730","doi":"10.1007/978-3-031-61531-3_23","title":"Numerical Modeling of Connections with Screws in Cross-Laminated Timber","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Cross laminated timber; Structural engineering; Engineering; Geology","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":[0.0002707147,0.0004602978,0.000533729,0.000500982,0.0004557252,0.001118959,0.001194427,0.001489752,0.004902902],"category_scores_gemma":[0.001039033,0.0005797731,0.0004386103,0.0007153582,0.000816745,0.0007421385,0.0004565189,0.0003508584,0.0005884629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005247153,"about_ca_system_score_gemma":0.0006102916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976734,"about_ca_topic_score_gemma":0.005198728,"domain_scores_codex":[0.9998608,0.00003997755,0.000009322068,0.00002572364,0.00004701848,0.00001723916],"domain_scores_gemma":[0.9996914,0.0001574263,0.00005072444,0.00002561149,0.00005242937,0.00002238371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001918607,0.00002444904,0.0003098252,0.00001731319,0.000007903935,0.00005767218,0.00002941169,0.9891361,0.002007306,0.004793067,0.0001667053,0.003431077],"study_design_scores_gemma":[0.000003417846,0.00001466863,0.0001542145,0.00000424538,0.000002679834,0.00001523313,0.00001410242,0.9982966,0.0002812621,0.0008882212,0.0003227658,0.000002699132],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4589483,0.001341199,0.4739975,0.0002652258,0.0001979989,0.00007413008,0.0003050964,0.0007584504,0.06411217],"genre_scores_gemma":[0.9651059,0.0004047803,0.02522956,0.00002463199,0.00002297198,0.0000442933,0.0000971054,0.00008473683,0.008985944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004902902,"threshold_uncertainty_score":0.01640183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140449808018464,"score_gpt":0.2059575406643668,"score_spread":0.1945530425841822,"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."}}