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A critical review on current and proposed structural fire engineering codes for steelwork in South Africa

2014· review· en· W4407841588 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueIOS Press eBooks · 2014
Typereview
Languageen
FieldEngineering
TopicFire effects on concrete materials
Canadian institutionsnot available
Fundersnot available
KeywordsCurrent (fluid)GeologyGeographyForensic engineeringEngineeringOceanography

Abstract

fetched live from OpenAlex

This paper presents a review on the code requirements in South Africa for steelwork exposed to fire conditions, both currently and the proposed changes to the codes. The SA hot-rolled steel design code, SANS 10162-1 [1], is based upon the Canadian steel code, CSA S16 [2], and contains negligible guidance in relation to fire design. It is currently being proposed that the updated Canadian code be adopted for the next revision of SANS 10162, along with its new fire engineering guidelines (Annex K). In this paper the proposed new guidelines are presented and investigated relative to local building code requirements as outlined in the National Building Regulations (described in SANS 10400: Part T [3]). They are also compared to the Eurocode suite of design guides [4,5], which are considered to be technically advanced codes. It can be seen that the Canadian guidelines can be effectively adopted in the next iteration of SANS 10162, and provide results consistent with the Eurocode design equations. However, in the long term it may be necessary to move towards or consult the Eurocodes because of the much broader scope they encompass.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.830
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.047
GPT teacher head0.306
Teacher spread0.259 · 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