{"id":"W2104048824","doi":"10.1061/(asce)cc.1943-5614.0000323","title":"Anchorage System to Prestress FRP Laminates for Flexural Strengthening of Steel-Concrete Composite Girders","year":2012,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Fibre-reinforced plastic; Materials science; Girder; Composite material; Flexural strength; Composite number; Structural engineering; Ultimate tensile strength; Composite laminates; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000217654,0.0002524359,0.0005364454,0.0003004301,0.00009411684,0.00005447286,0.0002421745,0.0001181198,0.000004609001],"category_scores_gemma":[0.00003464103,0.0002400249,0.0002584016,0.000154425,0.00006914072,0.0005926911,0.00002553747,0.0001704841,0.000001000352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001566322,"about_ca_system_score_gemma":0.00002076173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003967941,"about_ca_topic_score_gemma":1.292192e-7,"domain_scores_codex":[0.9983891,0.00002796642,0.0008340088,0.0001081306,0.0002514173,0.0003894244],"domain_scores_gemma":[0.9984967,0.0002876437,0.0004585975,0.0001664204,0.000387888,0.0002027919],"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":[0.0005329774,0.000001235431,0.002909027,0.0007237715,0.0002974507,0.000002161563,0.0006730417,0.0301152,0.9332853,0.001484562,0.0001279186,0.02984734],"study_design_scores_gemma":[0.001932455,0.0006325834,0.002487051,0.0006058335,0.0004401632,0.0008214188,0.001287325,0.02709419,0.9632795,0.00002808673,0.000960801,0.0004305626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559069,0.0005566037,0.0406078,0.000012716,0.002005545,0.0005929483,0.00008965207,0.00009062098,0.0001372378],"genre_scores_gemma":[0.8852556,0.00000649246,0.1142733,0.000004660381,0.0003707767,0.0000195076,0.00001512161,0.00004212798,0.00001239108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07366555,"threshold_uncertainty_score":0.9787933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009544370538853326,"score_gpt":0.2353779750774398,"score_spread":0.2258336045385864,"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."}}