{"id":"W4283022194","doi":"10.1007/978-981-19-0511-7_29","title":"Performance of a Grout-Reinforced Hybrid Steel-Timber Shear Connection for Mass Timber Buildings","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Structural engineering; Grout; Reuse; Connection (principal bundle); Stiffness; Deconstruction (building); Engineering; Shear (geology); Economic shortage; Materials science; Composite material; Waste management","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":[0.0002387979,0.0006554936,0.0003613714,0.000540734,0.0005260454,0.000452043,0.0008296624,0.0005229513,0.007306073],"category_scores_gemma":[0.0002856124,0.000182018,0.0002808791,0.0003681903,0.0002903122,0.000331176,0.0004503044,0.0002044233,0.001188284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002116875,"about_ca_system_score_gemma":0.0002374106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636827,"about_ca_topic_score_gemma":0.004789432,"domain_scores_codex":[0.9997956,0.00003734253,0.000006552452,0.00003698971,0.00008343564,0.00004010049],"domain_scores_gemma":[0.999757,0.00004965039,0.00002359515,0.00003053177,0.00007995209,0.00005921465],"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":[0.003200192,0.0005408938,0.00711282,0.0002559902,0.00008234205,0.0005611005,0.0003425805,0.09027053,0.8203185,0.0008066156,0.001464078,0.07504437],"study_design_scores_gemma":[0.0002234808,0.01965158,0.1181638,0.0001079349,0.0004978132,0.0008352469,0.001223166,0.3224689,0.5264633,0.0007561448,0.009481011,0.0001276022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945853,0.00007715829,0.002026505,0.00001009549,0.00001697481,0.000005664622,0.0000694631,0.0001062405,0.003102551],"genre_scores_gemma":[0.9966954,0.00002547033,0.0006919713,0.000003790147,0.000003370558,0.000003165845,0.00006318768,0.00001509869,0.002498584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007306073,"threshold_uncertainty_score":0.02444124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009030108508009161,"score_gpt":0.1806280558749817,"score_spread":0.1715979473669725,"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."}}