{"id":"W4392183087","doi":"10.1016/j.conbuildmat.2024.135408","title":"Lap splice assessment of GFRP rebars in reinforced concrete beams under flexure","year":2024,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fibre-reinforced plastic; splice; Reinforced concrete; Materials science; Composite material; Structural engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000173208,0.0001830181,0.0003041213,0.0001984598,0.00003037156,0.00009941975,0.00008314308,0.0001861699,0.0002483214],"category_scores_gemma":[0.00001099232,0.0001762387,0.00003930976,0.0001831058,0.0001120356,0.0002456674,0.00003810439,0.0001720099,0.000003207048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008416162,"about_ca_system_score_gemma":0.00003189893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004038438,"about_ca_topic_score_gemma":2.636589e-7,"domain_scores_codex":[0.9990124,0.0000228324,0.0004284804,0.0001971952,0.0001365252,0.0002025377],"domain_scores_gemma":[0.9996647,0.00004998039,0.00004889942,0.0001530113,0.00002770493,0.00005569075],"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":[0.000006775883,2.250186e-8,0.00007220461,0.0002227741,0.00002493644,0.000005002802,0.00005372434,0.001854505,0.969905,0.02512748,0.00002955234,0.002698007],"study_design_scores_gemma":[0.0003807376,0.00002493692,0.0009976266,0.0003438976,0.00003846383,0.0001415552,0.0001904056,0.005392908,0.9913227,0.0003035728,0.0006107335,0.0002524698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946519,0.0001830251,0.002224341,0.0000412241,0.001784815,0.0001878422,0.00002969436,0.0002843078,0.0006128327],"genre_scores_gemma":[0.9874967,0.0001811284,0.01212418,0.00001794331,0.00007892779,0.00001362827,0.00001503841,0.00002818935,0.00004428592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02482391,"threshold_uncertainty_score":0.7186804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00982727263907862,"score_gpt":0.2646132825567916,"score_spread":0.2547860099177129,"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."}}