{"id":"W4401336564","doi":"10.1061/jmcee7.mteng-17718","title":"Use of Nondestructive Impedance Spectroscopy for the Assessment of Clay–Lime Reaction Kinetics: Influence of Clay Mineralogy, Lime Content, and Curing Conditions","year":2024,"lang":"en","type":"article","venue":"Journal of Materials in Civil Engineering","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Lime; Curing (chemistry); Materials science; Clay minerals; Mineralogy; Composite material; Kinetics; Geotechnical engineering; Metallurgy; Chemistry; Geology","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":[0.001151521,0.000734785,0.0004603057,0.0007736882,0.0001422554,0.0004556576,0.0004063642,0.0006344549,0.000353659],"category_scores_gemma":[0.002056982,0.0002924279,0.0002797505,0.0004751378,0.0003217045,0.0007909702,0.0003742682,0.0004619837,0.0001788376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151031,"about_ca_system_score_gemma":0.0001490913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000239374,"about_ca_topic_score_gemma":0.0005733873,"domain_scores_codex":[0.9992939,0.000155919,0.00005810054,0.0001845139,0.0002705478,0.00003693605],"domain_scores_gemma":[0.9990844,0.0004699219,0.0001815513,0.00009017627,0.000149745,0.00002436389],"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":[0.00006002404,0.00002522078,0.001271611,0.0001066637,0.00001145392,0.00003372555,0.00004834792,0.0003399429,0.9888859,0.0000499532,0.00001374691,0.00915346],"study_design_scores_gemma":[0.000007038213,0.0002780326,0.005083959,0.00001076954,0.00002933515,0.0002317773,0.00008200949,0.01093618,0.9823474,0.0001384208,0.0008312631,0.00002387891],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7588964,0.003306326,0.2350087,0.0001701762,0.00008274731,0.0001415765,0.0004711959,0.0004086492,0.001514251],"genre_scores_gemma":[0.8742758,0.002476529,0.1214707,0.00009624996,0.00003379713,0.0001339691,0.0002489696,0.00005175793,0.001212302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001151521,"threshold_uncertainty_score":0.006089866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034634450479079,"score_gpt":0.3162921849663432,"score_spread":0.2816577344872642,"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."}}