{"id":"W1976790734","doi":"10.1016/j.conbuildmat.2014.11.071","title":"Evaluation of the Stiffness Damage Test (SDT) as a tool for assessing damage in concrete due to alkali-silica reaction (ASR): Input parameters and variability of the test responses","year":2014,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Alkali–silica reaction; Stiffness; Structural engineering; Materials science; Test (biology); Alkali–aggregate reaction; Composite material; Test method; Forensic engineering; Engineering; Geology; Cement","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003921557,0.0001237387,0.0002672051,0.00009237712,0.0001016768,0.0001292652,0.0001132328,0.00008147777,0.00003136833],"category_scores_gemma":[0.005434134,0.00009098406,0.00002774527,0.0001767796,0.0002038554,0.0001687853,0.00009244878,0.00005863929,2.688681e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006290487,"about_ca_system_score_gemma":0.00006494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008478689,"about_ca_topic_score_gemma":0.000008263994,"domain_scores_codex":[0.9984279,0.0005350574,0.0004140788,0.0002000109,0.000270201,0.000152753],"domain_scores_gemma":[0.9983408,0.001031394,0.0001332526,0.0002810871,0.0001818983,0.00003160771],"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":[0.00005773532,0.000003379167,0.004628594,0.0001970147,0.00001066375,6.420407e-8,0.00009404734,0.0000712914,0.9879481,0.0002438363,0.000008380385,0.006736949],"study_design_scores_gemma":[0.0006356085,0.00003695032,0.1311339,0.0002087949,0.00006025173,0.00001115065,0.0001039254,0.002401234,0.8642629,0.0009697938,0.00007395165,0.000101521],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981629,0.000006040279,0.0002321818,0.0001243973,0.0004693192,0.0008441707,0.00006749953,0.00002303502,0.00007041584],"genre_scores_gemma":[0.9988858,0.000008819105,0.0009538992,0.00001693443,0.00003878049,0.00007482381,0.000002901905,0.00001339751,0.000004670042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1265053,"threshold_uncertainty_score":0.6505558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358219691442048,"score_gpt":0.2974786890516964,"score_spread":0.2738964921372759,"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."}}