{"id":"W4313181351","doi":"10.1051/matecconf/202236404016","title":"Shear strengthening of concrete T-beams with lateral layers of UHPC","year":2022,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Polytechnique Montréal","keywords":"Materials science; Shear (geology); Structural engineering; Beam (structure); Stiffness; Slab; Composite material; Bending; Bending stiffness; T-beam; Flexural strength; Reinforced concrete; 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":[0.0003066372,0.0005818673,0.0002221356,0.0003778462,0.0001580289,0.0001651511,0.0003360856,0.0002220646,0.0008183671],"category_scores_gemma":[0.0003785202,0.0002698484,0.0003251558,0.0002080516,0.0002979286,0.0003078235,0.0004498147,0.0003009321,0.0002037119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000174659,"about_ca_system_score_gemma":0.000281165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014415,"about_ca_topic_score_gemma":0.005292844,"domain_scores_codex":[0.9997283,0.00003024601,0.0000215377,0.00004070403,0.0001356908,0.00004341281],"domain_scores_gemma":[0.9996008,0.00004438528,0.0001516921,0.00005381929,0.0001059297,0.00004334039],"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":[0.00006774326,0.00001548966,0.001355917,0.00006773461,0.00001062461,0.00004509194,0.00003993088,0.001182794,0.9935685,0.00004136512,0.00001460924,0.003590173],"study_design_scores_gemma":[0.000005506064,0.0007388224,0.01274207,0.00001513559,0.00004016616,0.0001205099,0.00005138208,0.002470052,0.9830972,0.00001865251,0.0006924237,0.000008088945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955798,0.0002118843,0.003660714,0.000005259643,0.000005151754,0.000008793809,0.00002975438,0.00003123092,0.0004674927],"genre_scores_gemma":[0.994415,0.0001690291,0.004632161,0.000009256337,0.000002515252,0.000007417212,0.00004409677,0.000008297968,0.0007121156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0014415,"threshold_uncertainty_score":0.002866149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01124198588564843,"score_gpt":0.2101469026660727,"score_spread":0.1989049167804243,"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."}}