{"id":"W4380450730","doi":"10.52202/069179-0448","title":"FEASIBILITY STUDY ON LONG-SPAN CLT-GLULAM COMPOSITE FLOORING SYSTEM CONNECTED WITH BAMBOO-TENON SHEAR CONNECTORS","year":2023,"lang":"en","type":"article","venue":"","topic":"Bamboo properties and applications","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Mortise and tenon; Serviceability (structure); Cable gland; Cross laminated timber; Bamboo; Composite number; Stiffness; Engineering; Finite element method; Slab; Deflection (physics); Shear (geology); Composite material; Materials science; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002759917,0.0002047409,0.0002658229,0.00001770212,0.0005010186,0.0001183833,0.0002696261,0.00006496427,0.0001449337],"category_scores_gemma":[0.00001232874,0.00006529364,0.00006518639,0.000692468,0.00005506349,0.00007478712,0.00009555601,0.000138133,0.0003497809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006283482,"about_ca_system_score_gemma":0.000005812647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008338552,"about_ca_topic_score_gemma":0.0008364082,"domain_scores_codex":[0.9984378,0.0001169692,0.0002596836,0.0005396248,0.0002861765,0.0003597574],"domain_scores_gemma":[0.9993413,0.0001765445,0.00006667657,0.0001755458,0.00009810847,0.0001418307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004699347,0.001661827,0.8551795,0.00007522654,0.0001676513,0.00005212706,0.0005819722,0.0004757031,0.1290799,0.002976048,0.0009709916,0.008309086],"study_design_scores_gemma":[0.0003580994,0.001061722,0.9883503,0.00004988706,0.00002277314,0.000005346968,0.006086444,0.0007903264,0.002710021,0.000008475432,0.0003134932,0.0002430631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942284,0.000008984038,0.00001091709,0.0006547709,0.00007386054,0.001220768,0.00002247499,0.0008260733,0.00295378],"genre_scores_gemma":[0.9989455,0.000002135568,0.00001844763,0.00007635358,0.0001215625,0.0001139932,0.00005730437,0.000002829666,0.000661926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1331708,"threshold_uncertainty_score":0.4495842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05532125508095215,"score_gpt":0.2449169795096842,"score_spread":0.189595724428732,"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."}}