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Record W2895744198 · doi:10.1061/9780784481301.025

Can “EDGE” be the Solution to Sustainability of Buildings in Colombian Market?

2018· article· en· W2895744198 on OpenAlex
Oscar Beltrán-Méndez, Mazdak Nik‐Bakht

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

VenueConstruction Research Congress 2018 · 2018
Typearticle
Languageen
FieldEngineering
TopicSustainable Building Design and Assessment
Canadian institutionsConcordia University
Fundersnot available
KeywordsOperabilityUpgradeEnvironmental economicsEnergy consumptionSustainabilityMarket penetrationEfficient energy useExcellenceEnhanced Data Rates for GSM EvolutionBusinessArchitectural engineeringComputer scienceEngineeringMarketingEconomicsTelecommunications

Abstract

fetched live from OpenAlex

Traditional energy efficiency certificates for buildings, such as LEED (Leadership in Energy and Environmental Design), in spite of their worldwide success, have not yet gained the expected penetration in some developing (and less-developed) countries. Some factors contributing to such a trend include cost, complexity, and demand for new resources that may not be always available. In an effort to aid the building sector, the World Bank, which is one of the principal carbon emissions productive sectors and the user of a big amount of resources that implies high energy and water consumption, has developed a new tool called EDGE (Excellence in Design for Greater Efficiencies). This paper aims to examine the capabilities of EDGE and test if it can have qualities and features required to gain more momentum for energy upgrade in the building sector within developing countries. According to its proposal, EDGE is low-cost; has a user-friendly software to apply; and a “do-it-yourself” nature. We have focused on Colombian building construction market, and have investigated the opportunities for EDGE in three dimensions of: cost, operability, and penetrability. The opinion of energy rehabilitation and construction experts in Colombian building industry was mined through survey questionnaires and studied through a detailed qualitative and quantitative analysis of requirements for applying EDGE to building projects. Through analysis of the experts’ inputs, the paper aims to evaluate the success chance of such simplified methods in the Colombian building market.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
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 score0.281
Threshold uncertainty score0.497

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.028
GPT teacher head0.330
Teacher spread0.302 · 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