{"id":"W4396655534","doi":"10.1007/978-3-031-59349-9_67","title":"Alkali-Activated Slag Concrete After 5 Years of Alkali-Silica Reaction","year":2024,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Alkali metal; Alkali–silica reaction; Slag (welding); Alkali–aggregate reaction; Materials science; Composite material; Chemistry; Organic chemistry; Aggregate (composite)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001433033,0.0001849861,0.0002453152,0.0004599522,0.000461039,0.0003633855,0.0003067135,0.0003232759,0.007043033],"category_scores_gemma":[0.0001421974,0.0001108785,0.0003002045,0.0005332454,0.0004801986,0.0004161502,0.0002349756,0.0004679044,0.001681166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004855134,"about_ca_system_score_gemma":0.0006810845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008034754,"about_ca_topic_score_gemma":0.02379697,"domain_scores_codex":[0.9998845,0.00000453213,0.000003821859,0.00001758647,0.00005854877,0.00003105667],"domain_scores_gemma":[0.9999439,0.000009933109,0.000008589612,0.00001007594,0.00001640173,0.00001106986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0009592965,0.0002530896,0.002525093,0.0003335711,0.00004192253,0.001339067,0.0005611446,0.00431877,0.9254417,0.004995447,0.003021344,0.05620959],"study_design_scores_gemma":[0.00003110405,0.001099002,0.05078129,0.000063341,0.00005717256,0.000751197,0.0004373454,0.001874321,0.8474882,0.00329642,0.09407161,0.00004902144],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8914639,0.006558395,0.002788778,0.0001521867,0.0003100501,0.00007292038,0.00138008,0.0003061803,0.09696738],"genre_scores_gemma":[0.8518636,0.0009297785,0.000763074,0.00004560787,0.00001297581,0.00001513772,0.0007746961,0.00005774163,0.1455373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008034754,"threshold_uncertainty_score":0.0235613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300012386221548,"score_gpt":0.2241854071312233,"score_spread":0.2111852832690078,"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."}}