{"id":"W2035273088","doi":"10.1007/s11340-012-9665-6","title":"Doubly Reinforcing Cementitious Beams with Instrumented Hollow Carbon Fiber Tendons","year":2012,"lang":"en","type":"article","venue":"Experimental Mechanics","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Optech (Canada)","funders":"U.S. Army; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Materials science; Strain gauge; Composite material; Structural engineering; Finite element method; Solid mechanics; Displacement (psychology); Cementitious; Stress (linguistics); Cement; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005283262,0.0003323835,0.0002289135,0.00009960094,0.00009313289,0.00005152152,0.0001845127,0.0001069007,0.0003364653],"category_scores_gemma":[0.000003025768,0.0003068724,0.00007265596,0.0001798001,0.00002074819,0.0004240553,0.00007872019,0.0002075085,0.00006640703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003635762,"about_ca_system_score_gemma":0.00001327261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006742355,"about_ca_topic_score_gemma":8.845051e-7,"domain_scores_codex":[0.998552,0.000009762504,0.0002523905,0.0001817093,0.0003657817,0.0006383814],"domain_scores_gemma":[0.9993585,0.000009694812,0.00005308571,0.0003329217,0.00002307511,0.0002227576],"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":[0.00007929852,0.000007952882,0.0001399848,0.00003250349,0.0001944292,0.0000241075,0.001673882,0.002950528,0.9880807,0.003368551,0.0001310715,0.003316951],"study_design_scores_gemma":[0.001152187,0.0002221589,0.00001792752,0.00004050021,0.00004211891,0.00008764303,0.0006444004,0.006354534,0.988971,0.000006342412,0.001996461,0.0004647396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856861,0.0005732053,0.0006324727,0.000006419501,0.0009970317,0.0004063945,0.000009595145,0.0006182694,0.01107053],"genre_scores_gemma":[0.995528,0.00001259822,0.003713522,0.00003621678,0.0001540741,0.00009434466,0.00004089093,0.00008735918,0.0003329555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01073758,"threshold_uncertainty_score":0.9999383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040946716229355,"score_gpt":0.2184819086484666,"score_spread":0.208072441486173,"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."}}