{"id":"W4280624118","doi":"10.1016/j.jobe.2022.104637","title":"Effects of nano-SiO2 coating and induced corrosion of steel fiber on the interfacial bond and tensile properties of ultra-high-performance concrete (UHPC)","year":2022,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning","keywords":"Materials science; Composite material; Coating; Corrosion; Ultimate tensile strength; Bond strength; Fiber; Nano-; Fiber-reinforced concrete; Layer (electronics); Adhesive","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":[],"consensus_categories":[],"category_scores_codex":[0.0005013403,0.0001422113,0.0003880122,0.0001922346,0.00004732148,0.00001262248,0.0001186198,0.00003631189,0.000007901893],"category_scores_gemma":[0.0001865378,0.0001070286,0.00003268954,0.0001556577,0.000034838,0.0001358861,0.0000711013,0.0002314993,6.532971e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000462244,"about_ca_system_score_gemma":0.00001530727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004076006,"about_ca_topic_score_gemma":2.016514e-8,"domain_scores_codex":[0.9989516,0.00002462893,0.0005621632,0.00006732489,0.0002560212,0.0001382561],"domain_scores_gemma":[0.9992707,0.0001793451,0.000328476,0.00008176608,0.0001158524,0.0000238704],"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":[0.00006212667,0.00000166019,0.00006611667,0.0009847532,0.00004364797,0.000001458959,0.0004749127,0.04791704,0.9500749,0.0001286106,0.0000166531,0.0002281687],"study_design_scores_gemma":[0.0004949874,0.0004660145,0.00038448,0.001172874,0.00002651682,0.00002293118,0.00009457346,0.01048136,0.9867159,9.020388e-7,0.00003862949,0.0001008739],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988604,0.0003268322,0.0002413567,0.000006396813,0.00035139,0.000172428,0.00000487532,0.00001383518,0.00002244458],"genre_scores_gemma":[0.9994132,0.00005040277,0.0004539774,0.000006357372,0.00003947688,0.000005896989,3.093747e-7,0.0000258746,0.000004516249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03743568,"threshold_uncertainty_score":0.43645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009925839358406756,"score_gpt":0.1858680765632378,"score_spread":0.175942237204831,"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."}}