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Record W3139884596

Revision of the Eurocodes – Aspects of Geotechnical and Rock Engineering Design

2020· article· en· W3139884596 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueArODES (HES-SO (https://www.hes-so.ch/)) · 2020
Typearticle
Languageen
FieldEngineering
TopicGeotechnical and Geomechanical Engineering
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsEurocodeGeotechnical engineeringGeologyGeotechnical investigationEngineering geologyCivil engineeringEngineeringForensic engineeringMining engineeringStructural engineeringSeismology
DOInot available

Abstract

fetched live from OpenAlex

The Structural Eurocodes (EN 199x) are a suite of European standards for the design of buildings and civil engineering works, published in 2006 by the European Committee for Standardization (CEN) and with implementation starting in 2010. EN 1990 sets the basis of structural design, with the other Eurocodes dealing with different materials and specific aspects of the design; Eurocode 7 (EN 1997) deals with geotechnical aspects. In 2010, CEN began a process of evolving the Eurocodes in order to incorporate improvements that reflect the state-of-the-art in engineering design and the needs of the civil engineering market; to improve the ease-of-use of the standards; and to harmonize practice between countries. The existing EN 1990 is founded on limit state concepts, and reliability of design is provided mainly by a semi-probabilistic method based on partial factors. Applying the same method to geotechnical design has proved to be difficult, and the revised EN 1990 will present improvements concerning geotechnical design. Reflecting these changes, the title of EN 1990 was changed to “Basis of structural and geotechnical design”. Although initially developed for structures involving soils, Eurocode 7 is also applicable to rock engineering design. A major target of the current revision is that the code should treat soil and rock on an equal basis. The evolution of the Eurocode 7 has been accompanied by a group of rock engineering experts working under CEN, who started their activity in 2011. The paper is authored by the current members of this group and presents the situation of the revision of Eurocode 7 in October 2019, namely: the main objectives of the revision; the new structure adopted for the code, with three parts, and the implementation schedule of the revised Eurocodes; the main changes implemented so far in geotechnical design and rock engineering; the main rock engineering aspects still needing to be addressed.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: Simulation or modeling
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.787
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.014
GPT teacher head0.194
Teacher spread0.180 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it