{"id":"W2470725662","doi":"10.1680/jcoma.16.00007","title":"Mitigation of alkali–silica reaction in US highway concrete","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Construction Materials","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; University of New Brunswick","funders":"","keywords":"Cracking; Lithium (medication); Alkali–silica reaction; Materials science; Alkali metal; Silane; Forensic engineering; Environmental science; Composite material; Chemistry; Engineering; Aggregate (composite); Medicine","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":[0.0003678268,0.0001502922,0.0003387511,0.0002024014,0.00002534075,0.000009000817,0.0001561371,0.0001346358,0.00008553315],"category_scores_gemma":[0.0002929491,0.0001102943,0.00008169792,0.0003097608,0.0003371935,0.0003990578,0.00003118257,0.00006287899,0.000001905033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196531,"about_ca_system_score_gemma":0.00003754853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003114502,"about_ca_topic_score_gemma":0.000007459782,"domain_scores_codex":[0.9987381,0.00001270491,0.0007272904,0.0001523173,0.0002307912,0.0001388166],"domain_scores_gemma":[0.9992209,0.00004360443,0.0003013748,0.0001316844,0.000263641,0.00003875823],"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":[0.00005403701,0.000003118605,0.002245572,0.000312403,0.0000127964,4.342162e-8,0.00007773673,0.0001589465,0.9857091,0.01094098,0.00005769975,0.0004276228],"study_design_scores_gemma":[0.000612834,0.0000257114,0.009013471,0.000433837,0.00002125152,0.00001367225,0.00007717031,0.0001781451,0.9886276,0.0004886664,0.0003888547,0.000118858],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99638,0.00002942341,0.0003155064,0.00009408819,0.001355616,0.0002768713,0.00005922502,0.0001000659,0.001389181],"genre_scores_gemma":[0.9994309,0.00008209916,0.0003957051,0.000004169573,0.0000433566,0.00001732731,0.000002252342,0.00001236127,0.00001182767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01045231,"threshold_uncertainty_score":0.449767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005772126861819305,"score_gpt":0.1858707555295954,"score_spread":0.1800986286677761,"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."}}