{"id":"W4396657224","doi":"10.1007/978-3-031-59349-9_9","title":"Investigation of Consequences of Concrete Alkali Aggregate Reaction on Nuclear Structures","year":2024,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"","keywords":"Alkali–aggregate reaction; Aggregate (composite); Alkali metal; Alkali–silica reaction; Materials science; Chemistry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185805,0.0001834659,0.0001986871,0.0003349862,0.0004271348,0.0003824568,0.0005691455,0.0003305149,0.007957183],"category_scores_gemma":[0.0002351562,0.0001568009,0.000188539,0.0002997115,0.0004827376,0.0003069508,0.0002631703,0.0003563231,0.0008474022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405364,"about_ca_system_score_gemma":0.00022074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145874,"about_ca_topic_score_gemma":0.002378805,"domain_scores_codex":[0.9998994,0.00001201802,0.000001682521,0.00001379256,0.00005648375,0.00001666044],"domain_scores_gemma":[0.9998909,0.00005661696,0.000008599017,0.00001237669,0.00002097809,0.00001055019],"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":[0.001401872,0.0002366423,0.004339049,0.0002991739,0.00002923401,0.001408375,0.0005164088,0.06668775,0.8720244,0.02292198,0.001609857,0.02852528],"study_design_scores_gemma":[0.00006671951,0.00127532,0.02888248,0.00002799234,0.00005263837,0.0007461841,0.001078565,0.08470879,0.85936,0.01081453,0.01294965,0.00003723131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9316717,0.0006518581,0.003941053,0.00009239717,0.0000290284,0.00002204202,0.0002005114,0.00007444371,0.06331693],"genre_scores_gemma":[0.9625447,0.0005476644,0.0007720824,0.00001957375,0.000008023663,0.000009245456,0.000140692,0.00002408333,0.03593388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007957183,"threshold_uncertainty_score":0.02661943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610652223608662,"score_gpt":0.2110786455981147,"score_spread":0.1949721233620281,"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."}}