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A semantic entropy framework for quantifying and mitigating uncertainty in LLM-assisted geotechnical design.

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Title: A semantic entropy framework for quantifying and mitigating uncertainty in LLM-assisted geotechnical design.
Authors: Njock, Pierre Guy Atangana1, Yin, Zhen-Yu1,2, zhenyu.yin@polyu.edu.hk, Xu, Hao-Ruo1, Zhang, Ning1
Source: Canadian Geotechnical Journal; 6/9/2026, Vol. 63, p1-22, 22p
Database: Applied Science & Technology Source
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Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 194365005
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
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RecordInfo BibRecord:
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    Identifiers:
      – Type: doi
        Value: 10.1139/cgj-2025-0648
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      – Code: eng
        Text: English
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        PageCount: 22
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      – TitleFull: A semantic entropy framework for quantifying and mitigating uncertainty in LLM-assisted geotechnical design.
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            NameFull: Njock, Pierre Guy Atangana
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            NameFull: Yin, Zhen-Yu
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            NameFull: Xu, Hao-Ruo
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            – D: 09
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              Text: 6/9/2026
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              Y: 2026
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              Value: 63
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            – TitleFull: Canadian Geotechnical Journal
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