{"id":"W4396603474","doi":"10.1007/978-3-031-59419-9_62","title":"The Efficiency of Waterproofing Coatings and Sealers to Mitigate ASR-Induced Expansion and Deterioration in Aging Concrete","year":2024,"lang":"en","type":"book-chapter","venue":"Rilem bookseries","topic":"Microbial Applications in Construction Materials","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kryton International (Canada); University of Ottawa","funders":"","keywords":"Waterproofing; Materials science; Coating; Silane; Composite material; Brittleness; Forensic engineering; Structural integrity; Structural engineering; Engineering","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":[0.000224287,0.000255138,0.0001945514,0.0002104684,0.0001532634,0.0005478212,0.0003898182,0.0003887303,0.001932173],"category_scores_gemma":[0.000237491,0.0001503952,0.0002054789,0.0001537878,0.0001738174,0.0005025788,0.0001482819,0.0003651353,0.0004871222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002914392,"about_ca_system_score_gemma":0.0002386889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015212,"about_ca_topic_score_gemma":0.002833968,"domain_scores_codex":[0.9998659,0.00001069801,0.000003857037,0.00001620791,0.00009084176,0.00001258114],"domain_scores_gemma":[0.99991,0.00003149874,0.00001543129,0.000008638751,0.00003007558,0.000004399234],"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":[0.0001303344,0.0001018671,0.0004820515,0.0003981689,0.00001769672,0.0001055216,0.00009014055,0.004504755,0.7313506,0.004066978,0.003131668,0.2556202],"study_design_scores_gemma":[0.000009070287,0.0005461798,0.004894412,0.00006633854,0.00004110232,0.0002601295,0.00006456721,0.009365982,0.9392424,0.0009052197,0.04458378,0.00002073667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7066064,0.09633707,0.06358416,0.001079512,0.0007680544,0.0001271132,0.0003845522,0.00110708,0.130006],"genre_scores_gemma":[0.84637,0.01989173,0.02625207,0.0002264945,0.00007639863,0.00003001899,0.0001551457,0.0001532937,0.1068449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001932173,"threshold_uncertainty_score":0.006463766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009085698673164689,"score_gpt":0.2215374601709114,"score_spread":0.2124517614977467,"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."}}