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Record W4205366333 · doi:10.32920/16819225.v1

Reconstructing A Building Of Historic Significance Within Current Regulatory Context

2021· preprint· en· W4205366333 on OpenAlexaffabout
Sadek Taha

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsPolytechnique Montréal
Fundersnot available
KeywordsArchitectural engineeringPavilionContext (archaeology)Cultural heritageProcess (computing)Value (mathematics)WrightBuilding codeCivil engineeringEngineeringComputer scienceHistoryArchaeologySystems engineering

Abstract

fetched live from OpenAlex

The issue of how to reconstruct buildings with historic significance that have been damaged or demolished has been an important matter in places that have encountered warfare or natural disasters. Reconstructing a heritage building requires deep understanding of the significance of its character defining elements. In most of cases, it also requires adaptation and compliance to current codes, standards and regulations particularly if the building is to maintain its use. In this report, the reconstruction process is examined in two parts: assessing the principles governing the significance of historical value and applying those principles in a regulatory framework to the redesign of a demolished building. The Banff Pavilion in Alberta, a building originally designed by esteemed architect Frank Lloyd Wright (FLW) was chosen for the study. Conclusions of the first part showed how the assessment of the historic, cultural, aesthetic, social and spiritual value of buildings is specific to time and place. The second part outlined the process of reconstruction design within a Building Code framework and showed how applying the Building Code to the reconstruction of Banff Pavilion influences the preservation of some character-defining elements. In sum, this research will help heritage restoration practitioners in understanding the challenges posed to meet current regulatory requirements in heritage building restoration. Although the process was only applied to parts of the building envelope, more investigation is needed in other building elements such as the HVAC or the structural systems. P.S. All italicized text is a direct quote extracted from an external referenced source.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.162
Threshold uncertainty score0.322

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.010
Scholarly communication0.0050.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0090.001

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 head0.157
GPT teacher head0.262
Teacher spread0.105 · 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 designNot applicable
Domainnot available
GenreEmpirical

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
Published2021
Admission routes2
Has abstractyes

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