{"id":"W7097032592","doi":"","title":"GLASS FRP JACKETING OF PRESTRESSED CONCRETE BEAMS","year":2015,"lang":"en","type":"article","venue":"","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fibre-reinforced plastic; Prestressed concrete; Corrosion; Concrete cover; Bridge (graph theory); Service life; Beam (structure)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452328,0.0003991714,0.0002049807,0.0004355372,0.0002805989,0.0001591542,0.0004097608,0.0003028287,0.001153655],"category_scores_gemma":[0.0004444988,0.0001667362,0.0002316323,0.0002165631,0.0002627679,0.0002397193,0.0001715125,0.0001965159,0.0002976669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412895,"about_ca_system_score_gemma":0.0002677836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008273222,"about_ca_topic_score_gemma":0.03035571,"domain_scores_codex":[0.9995955,0.00005575303,0.00001889958,0.0000423139,0.000212497,0.0000750488],"domain_scores_gemma":[0.9997662,0.00003556707,0.00007069351,0.00002485256,0.00007306579,0.00002967769],"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":[0.0003205162,0.0000624379,0.002402241,0.00009118486,0.00001317998,0.000198807,0.0001542139,0.003416845,0.9812835,0.00008890911,0.000117442,0.0118507],"study_design_scores_gemma":[0.00001516017,0.003591987,0.02261322,0.00002058092,0.00002851203,0.0002065978,0.00019194,0.005931222,0.9654592,0.00002772493,0.001897841,0.00001600514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946262,0.0001396392,0.004206326,0.00000858966,0.00001095859,0.00005460496,0.00003557769,0.00005617713,0.0008619378],"genre_scores_gemma":[0.9907464,0.0001307846,0.005377129,0.00001180437,0.000002445206,0.00001293897,0.00007028552,0.00001263513,0.003635578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008273222,"threshold_uncertainty_score":0.01645011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084642954058264,"score_gpt":0.2310847026030372,"score_spread":0.2102382730624546,"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."}}