{"id":"W4411379379","doi":"10.3390/fib13060080","title":"Experimental Investigation of the Behaviour of Short-Span FRP-Reinforced Glulam Beams with Hoops and Tension Anchoring","year":2025,"lang":"en","type":"article","venue":"Fibers","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Anchoring; Fibre-reinforced plastic; Structural engineering; Span (engineering); Tension (geology); Materials science; Reinforced concrete; Composite material; Engineering; Ultimate tensile strength","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":[0.0000324482,0.0001224269,0.0001527406,0.00006380206,0.00003716773,0.00000935727,0.0001058574,0.00006195414,0.000006698812],"category_scores_gemma":[0.000006427402,0.00009068188,0.00003851724,0.0001759858,0.0001107476,0.0001106952,0.00004673523,0.00009961025,2.002539e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004378003,"about_ca_system_score_gemma":0.00001779027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007042204,"about_ca_topic_score_gemma":0.000001045707,"domain_scores_codex":[0.9994216,0.000007131128,0.0001958114,0.0001030612,0.0001525075,0.0001199125],"domain_scores_gemma":[0.999661,0.0000168314,0.00004086405,0.0002098449,0.00003474324,0.00003668674],"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":[0.00001688078,1.882063e-7,0.02861515,0.00005283068,0.00002950898,8.271336e-7,0.000785051,0.009737249,0.9597036,0.0001731659,0.00005703212,0.0008285555],"study_design_scores_gemma":[0.0002495102,0.000044434,0.07352929,0.0001576444,0.00004201151,0.000003336085,0.0003651434,0.003764418,0.9217351,0.000005244347,0.00000895297,0.00009490893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989302,0.0001090874,0.0001999643,0.00001280174,0.0001547792,0.0002093613,0.000004599893,0.00005459646,0.0003246246],"genre_scores_gemma":[0.9987193,0.000003431217,0.001126482,0.00001109472,0.00001026088,0.000009137892,0.000007164848,0.00001310283,0.0001000363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04491414,"threshold_uncertainty_score":0.36979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00908410717847028,"score_gpt":0.2153436109444207,"score_spread":0.2062595037659504,"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."}}