{"id":"W4396655561","doi":"10.1007/978-3-031-59349-9_23","title":"Understanding of ASR-Induced Development Caused by a Highly Reactive Fine Aggregate Through Advanced Imaging Techniques","year":2024,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Aggregate (composite); Materials science; Nanotechnology","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":[0.0001288092,0.0003662272,0.0002260323,0.0002907723,0.0002246806,0.0007193382,0.0006211477,0.0005759546,0.003658131],"category_scores_gemma":[0.00008787317,0.0002334666,0.0002419646,0.0002070538,0.0004619558,0.00131237,0.0002615484,0.001094952,0.001211492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493748,"about_ca_system_score_gemma":0.0002082678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002728925,"about_ca_topic_score_gemma":0.0006237383,"domain_scores_codex":[0.9999245,0.000003718952,0.000002025634,0.00001785441,0.00004492178,0.000006892401],"domain_scores_gemma":[0.9999323,0.00002347339,0.000009655413,0.00001164214,0.00001909332,0.000003875852],"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":[0.00001884259,0.00003540126,0.0001051745,0.0002333363,0.000004905521,0.0002304389,0.0001151247,0.0008787971,0.9382526,0.02738202,0.001669326,0.03107402],"study_design_scores_gemma":[0.000004909638,0.00009795902,0.001318387,0.00004335247,0.00001777937,0.001434527,0.0001540846,0.01194402,0.8468566,0.01499128,0.1231133,0.00002392676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1993703,0.04184158,0.3629689,0.002638208,0.001013532,0.0001722899,0.0005891226,0.001776251,0.3896298],"genre_scores_gemma":[0.4724466,0.0336987,0.2003988,0.0009860515,0.0003023149,0.0001256081,0.0006412824,0.0003597196,0.2910409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003658131,"threshold_uncertainty_score":0.01223773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03440318234504051,"score_gpt":0.2584714471172292,"score_spread":0.2240682647721887,"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."}}