{"id":"W632895341","doi":"","title":"Innovative FRP Reinforced Concrete Bridges with Extended Service Life","year":2007,"lang":"en","type":"article","venue":"Transportation Research Board 86th Annual MeetingTransportation Research Board","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Structural engineering; Deck; Girder; Finite element method; Slab; Fibre-reinforced plastic; Engineering; Prestressed concrete; Strain gauge; Bridge (graph theory); Reinforcement; Service life; Geotechnical engineering","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":[0.0004070695,0.000486366,0.0001963114,0.0004241281,0.0002139873,0.0002369907,0.0007397389,0.0005534216,0.000699933],"category_scores_gemma":[0.0002705364,0.0002151163,0.0002883864,0.0002305913,0.0003174001,0.0003109044,0.0004120877,0.0002908846,0.0002292827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511211,"about_ca_system_score_gemma":0.0004271539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200042,"about_ca_topic_score_gemma":0.005719539,"domain_scores_codex":[0.9996686,0.00002748194,0.00001090675,0.00004451928,0.0001948924,0.00005354611],"domain_scores_gemma":[0.9998031,0.00001743888,0.0000541833,0.00002854355,0.00006218476,0.00003449972],"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":[0.0003845131,0.0005417645,0.01857907,0.0001744492,0.00005375134,0.00138731,0.0003253101,0.175009,0.7053081,0.004949228,0.0008128856,0.09247465],"study_design_scores_gemma":[0.0003476865,0.0137531,0.1265596,0.0001054676,0.0002493411,0.003655645,0.0004608014,0.4533181,0.3555775,0.003411986,0.04239741,0.0001633559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684246,0.00007488058,0.02815166,0.0000208768,0.00001312887,0.00005695006,0.00006007192,0.0001703984,0.003027427],"genre_scores_gemma":[0.9659477,0.00009103405,0.03091091,0.00001498135,0.000007820881,0.00009306718,0.0001461875,0.00001241595,0.002775798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200042,"threshold_uncertainty_score":0.002547562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858043995568101,"score_gpt":0.3358581450028219,"score_spread":0.2972777050471408,"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."}}