{"id":"W7020364389","doi":"","title":"Long term reliability of CFRPs in bridge engineering","year":2015,"lang":"en","type":"article","venue":"DORA Empa (Swiss Federal Laboratories for Materials Science and Technology (Empa))","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Reliability (semiconductor); Term (time); Corrosion; Stress (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006553368,0.0002951653,0.0005251002,0.0004263973,0.0001146222,0.000139496,0.0004910046,0.0002664683,0.000007685212],"category_scores_gemma":[0.0006173964,0.0002768587,0.00002337887,0.001462034,0.0007235185,0.0007656813,0.0001676001,0.0001592692,0.000002517908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004608,"about_ca_system_score_gemma":0.0002079374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007518403,"about_ca_topic_score_gemma":0.00001576263,"domain_scores_codex":[0.9981533,0.00001070011,0.0005222427,0.0003988415,0.0003087841,0.0006060764],"domain_scores_gemma":[0.9987153,0.00003317231,0.00009479534,0.000430467,0.0005787132,0.0001475547],"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":[0.00004492658,0.000003058307,0.04041075,0.0002027312,0.000009225778,0.00001056691,0.000345013,0.0004034739,0.9553924,0.002350369,0.0000371306,0.0007904089],"study_design_scores_gemma":[0.0005863245,0.0001418364,0.02061402,0.00005560368,0.00001090791,0.00001500562,0.0001713924,0.0002452468,0.9769533,0.0007722473,0.0001079814,0.0003261806],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978356,0.0001763535,0.00007326803,0.0001574638,0.0007368383,0.0004553618,0.0001053134,0.0004390685,0.0000207107],"genre_scores_gemma":[0.9987512,0.00001770973,0.001039664,0.00001090134,0.00004825566,0.00008061538,0.000013982,0.0000305549,0.000007100387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156091,"threshold_uncertainty_score":0.9999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161127802476076,"score_gpt":0.2443086814442139,"score_spread":0.2326974034194531,"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."}}