{"id":"W2587383168","doi":"10.1061/(asce)st.1943-541x.0001747","title":"Reinforced Wood I-Joists with Web Openings","year":2017,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brittleness; Structural engineering; Reinforcement; Failure mode and effects analysis; Composite material; Materials science; Shear (geology); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002444828,0.0005175045,0.0003194411,0.0004977325,0.000219932,0.000268427,0.0005621486,0.0004307675,0.001712237],"category_scores_gemma":[0.000498867,0.0003099969,0.0003684862,0.0003928356,0.0004716815,0.0003400923,0.0004836955,0.0004738932,0.0003976801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001367725,"about_ca_system_score_gemma":0.0002127291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005914256,"about_ca_topic_score_gemma":0.002148744,"domain_scores_codex":[0.999729,0.00001183776,0.00001514362,0.00005919543,0.0001108983,0.00007390472],"domain_scores_gemma":[0.9993357,0.0001023884,0.0002065732,0.0001249296,0.0001082497,0.0001220857],"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":[0.0003723198,0.0001957991,0.00769754,0.000178772,0.00002583455,0.0004815773,0.0001668474,0.01138004,0.96667,0.0003219772,0.0001770577,0.01233227],"study_design_scores_gemma":[0.00004102869,0.00337356,0.09428208,0.00006425581,0.0001328214,0.0006915349,0.0002539424,0.02057459,0.8750609,0.0002637985,0.005193741,0.00006776548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937902,0.00009194895,0.004939061,0.000004759572,0.00001690853,0.00001649477,0.00005960179,0.00008439239,0.0009965689],"genre_scores_gemma":[0.9930961,0.00007569947,0.004895903,0.000008556511,0.000004705725,0.00002519282,0.000118884,0.000030106,0.001744788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001712237,"threshold_uncertainty_score":0.005728006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006698790509015851,"score_gpt":0.1866074176438773,"score_spread":0.1799086271348614,"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."}}