{"id":"W4377191570","doi":"10.1016/j.conbuildmat.2023.131825","title":"Durability and microstructure degradation mechanism of FRP-seawater seasand concrete structures: A review","year":2023,"lang":"en","type":"review","venue":"Construction and Building Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"China Scholarship Council; National Natural Science Foundation of China; Department of Transportation of Hunan Province","keywords":"Fibre-reinforced plastic; Durability; Seawater; Degradation (telecommunications); Corrosion; Materials science; Microstructure; Absorption of water; Moisture; Composite material; Geology; 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":[0.0003054166,0.0006520532,0.002245564,0.0002317089,0.0001035591,0.0001422728,0.0001896744,0.0005051933,0.0002266068],"category_scores_gemma":[0.00009597614,0.0005281106,0.0001804633,0.0002431838,0.000282235,0.0001915841,0.0001287182,0.0002680877,0.000005460127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007432335,"about_ca_system_score_gemma":0.00005540463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002130794,"about_ca_topic_score_gemma":2.812551e-7,"domain_scores_codex":[0.9976555,0.0001413665,0.001154634,0.0005062491,0.0002173528,0.000324898],"domain_scores_gemma":[0.9988276,0.0001077204,0.0004451217,0.0003914626,0.00009078161,0.0001372986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001617103,1.823607e-7,0.000004915024,0.2851885,0.0004623455,0.00001093065,0.00005109125,0.000001135046,0.09921694,0.008208163,0.0001796993,0.6066599],"study_design_scores_gemma":[0.002801438,0.0001877556,0.00008081176,0.1996665,0.01081261,0.006601346,0.0001406453,0.00005360631,0.3728341,0.008829113,0.3923234,0.005668794],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03755167,0.9581886,0.0001550876,0.000008627824,0.001761771,0.001397725,0.0005543648,0.0003695722,0.00001259518],"genre_scores_gemma":[0.0005426814,0.9952497,0.003683408,0.00001355713,0.0001215734,0.0000605544,0.0002144048,0.00009849972,0.00001559623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6009911,"threshold_uncertainty_score":0.9997171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0309043152437899,"score_gpt":0.2894648344808446,"score_spread":0.2585605192370548,"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."}}