{"id":"W2555972729","doi":"10.1061/(asce)mt.1943-5533.0001811","title":"Bond Loss between Metakaolin-Incorporated Structural Lightweight Self-Consolidating Concrete and Corroded Steel Reinforcement","year":2016,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Rebar; Materials science; Reinforcement; Corrosion; Metakaolin; Composite material; Self-consolidating concrete; Bond strength; Cementitious; Steel bar; Chloride; Penetration (warfare); Fly ash; Durability; Bond; Metallurgy; Cement; Compressive strength; 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":[0.0008883572,0.0002910011,0.0006833409,0.0002470696,0.00003277767,0.00008254417,0.0001978541,0.0001343188,0.0001471063],"category_scores_gemma":[0.0001960468,0.0002109758,0.00006832109,0.0001561587,0.00003143798,0.0004102946,0.00007667039,0.0001885712,0.000004503499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889831,"about_ca_system_score_gemma":0.00003740415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004092613,"about_ca_topic_score_gemma":0.000005106364,"domain_scores_codex":[0.9980121,0.00004742601,0.001161939,0.000167508,0.0002599315,0.0003510853],"domain_scores_gemma":[0.99895,0.0002770882,0.0002718997,0.0002080279,0.0001120644,0.0001809089],"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":[0.00005413944,0.000001437411,0.004137409,0.0002874823,0.00008829639,0.00006170431,0.0002897025,0.004811249,0.9895734,0.0001638459,0.00008533023,0.0004460196],"study_design_scores_gemma":[0.003549382,0.0001777628,0.01316461,0.001037896,0.0001202033,0.0002465789,0.00005029394,0.009385765,0.9699626,0.0001606191,0.001393258,0.0007510118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954455,0.0002258208,0.002773509,0.00005563128,0.001106232,0.0001561433,0.00002756478,0.000125437,0.00008414496],"genre_scores_gemma":[0.9971994,0.00014544,0.00229528,0.00001032836,0.000286464,0.000004523459,0.000002831684,0.0000442402,0.00001147079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01961076,"threshold_uncertainty_score":0.8603343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009596556212945861,"score_gpt":0.2084113640247134,"score_spread":0.1988148078117676,"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."}}