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Record W4412754898 · doi:10.11159/iccste25.248

Design Of Building In Area Susceptible To Slide Failure

2025· article· en· W4412754898 on OpenAlexvenueno aff
Jose Luis Chavez Torres, Kunyong Zhang, Dylan Manuel Cueva Castillo

Bibliographic record

VenueProceedings of the International Conference on Civil, Structural and Transportation Engineering · 2025
Typearticle
Languageen
FieldEngineering
TopicBIM and Construction Integration
Canadian institutionsnot available
Fundersnot available
KeywordsComputer scienceArchitectural engineeringEngineering

Abstract

fetched live from OpenAlex

There has been a significant amount of damage and destruction caused by geotechnical failures in Ecuador.To determine the terrain's characteristics and design an adequate foundation, it is necessary to conduct a soil survey before starting a construction project.During soil exploration and characterization, standard penetration tests (SPT) were performed to identify the depth of firm soil.An unconsolidated triaxial (U-U) test was also performed to evaluate the shear strength of fine and coarse soils.In addition, the Unified Soil Classification System (USCS) was used to describe the texture and particle size in the study area.Taking into account a building with three floors and occupational use as family housing, it was, therefore, necessary to determine the dead, live, and seismic loads in accordance with the NEC-15 SD-DS (Ecuadorian Construction Standard, Seismic Loads and Earthquake Resistant Design), the ETABS software was used, which allowed determining the moments and maximum loads, which made it possible to select an appropriate type of foundation.After considering the results of the tests, aspects of functionality and economy, it was concluded that the surface foundation is the most appropriate for this type of building and the characteristics of the study area.The objective of this applied research is to gather the necessary knowledge to provide a solution to the problem of soil instability faced by owners in the Punzara sector, Urbanization AGEUL, in the southwestern area of Loja.Providing an adequate foundation that can withstand any geotechnical challenges present in the area is key to guaranteeing the safety and stability of buildings in the region.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.009
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0090.002

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 head0.012
GPT teacher head0.215
Teacher spread0.203 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueProceedings of the International Conference on Civil, Structural and Transportation EngineeringSame topicBIM and Construction IntegrationFrench-language works237,207