MétaCan
Menu
Back to cohort
Record W7088034365 · doi:10.5281/zenodo.17320138

Examining the changes of the first, second, third, and fourth editions of the regulations for the design of buildings against earthquakes, standard 2800

2018· article· en· W7088034365 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

VenueZenodo (CERN European Organization for Nuclear Research) · 2018
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPeanut Plant Research Studies
Canadian institutionsASTER
Fundersnot available
KeywordsSeismic analysisBase (topology)Code (set theory)CitationBuilding codeEarthquake engineeringShear wall

Abstract

fetched live from OpenAlex

This paper presents a comparative review of the evolution of the Iranian seismic design code Standard 2800 through its first, second, third, and fourth editions.The study focuses on the modifications in seismic base shear coefficients, load reduction factors, ductility considerations, and lateral drift limits introduced in each revision of the code.It also discusses how these changes influence the overall structural safety, economy, and performance of earthquake-resistant buildings designed under the updated 2800 Standard. The article was presented at the International Congress on Civil, Architecture, and Environmental Sciences (March 2018) and authored by Mohammadreza Valipour and Reza Hasani.No DOI was assigned by the conference; this version is preserved here for open-access reference, citation indexing, and ORCID integration.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.432
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.063
GPT teacher head0.226
Teacher spread0.163 · 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