{"id":"W3103042217","doi":"10.1617/s11527-020-01562-0","title":"RILEM TC 247-DTA round robin test: sulfate resistance, alkali-silica reaction and freeze–thaw resistance of alkali-activated concretes","year":2020,"lang":"en","type":"article","venue":"Materials and Structures","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council; Javna Agencija za Raziskovalno Dejavnost RS; Curtin University of Technology; Université de Toulouse; University of Sheffield","keywords":"Metakaolin; Durability; Alkali–silica reaction; Alkali–aggregate reaction; Materials science; Fly ash; Sulfate; Portland cement; Cement; Curing (chemistry); Slag (welding); Composite material; Alkali metal; Metallurgy; Chemistry; Organic chemistry","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":[0.0001918216,0.0002959518,0.000546315,0.00007059202,0.0001175142,0.0002371202,0.0001596573,0.0001530127,0.0004029062],"category_scores_gemma":[0.0001046236,0.0002688658,0.00003409399,0.000155947,0.000139566,0.0002225515,0.00009272097,0.0001083147,0.000002742559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002208663,"about_ca_system_score_gemma":0.00001811204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002145072,"about_ca_topic_score_gemma":0.00009058909,"domain_scores_codex":[0.9984403,0.0000930052,0.0004899344,0.0003733913,0.0002501107,0.0003532658],"domain_scores_gemma":[0.9992942,0.0001154603,0.0001194563,0.0002474083,0.00007141486,0.0001520206],"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":[0.0003352193,0.000002227433,0.0001787864,0.0007313029,0.00006434601,0.000009363857,0.0002522912,0.000007392826,0.994409,0.0009019616,0.00299293,0.0001152384],"study_design_scores_gemma":[0.0006894312,0.00008229492,0.01016638,0.00008723735,0.00003364383,0.000004073037,0.000124173,0.00002622081,0.9758329,0.0009241117,0.01173149,0.00029801],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961735,0.001265675,0.00001429332,0.0002465355,0.0002291416,0.0003071897,0.0006848108,0.0001465714,0.0009322963],"genre_scores_gemma":[0.9982491,0.0008950341,0.000237162,0.0000564402,0.0002114803,0.00002199279,0.00009410443,0.00004759246,0.0001870844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.018576,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01309583382623611,"score_gpt":0.2215633206193773,"score_spread":0.2084674867931411,"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."}}