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Design, build, occupy, adapt: Critical considerations of architectural education in an ethos of upheaval

2022· article· en· W4377250168 on OpenAlexaff
Brian R. Sinclair, Raffaello Furlan, Asmaa Saleh Al-Mohannadi, Nooshin Esmaeili

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldArts and Humanities
TopicArchitecture, Art, Education
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsEthosAccreditationEngineering ethicsCurriculumSociologyPublic relationsValue (mathematics)PedagogyPolitical scienceEngineeringLawComputer science

Abstract

fetched live from OpenAlex

Over the past century, as mobility increased and communication heightened, architectural education saw a shared vision gain uptake and adoption in many corners of the globe. Informed by an embrace of architecture as a regulated profession, schools pursued similar standards, structure, accreditation & assessment, albeit with local overlays and national policies dictating details and nuancing content. While numerous models developed in concert, all pursued the notion of education providing base competencies for the subsequent pursuit of professional registration/certification and associated modes of practice. In many ways curricula has been increasingly comparable between many international regions, which has resulted in benefits around legibility, reputation and value of architecture as both discipline and profession. Centered on the studio as a signature pedagogy, architectural education has tended, to date, to translate well across borders and boundaries. However, recent challenges such as climate change, health calamities, financial crises, and global conflict, to name but a few, have given cause to critically review architectural education, writ-large, in terms of content, delivery, value, efficacy and impact. The present project, driven by researchers in North America and the Middle East, examines and interrogates aspects of architectural education considering this ethos of upheaval. The work, which is exploratory in extent and preliminary in character, is intended as a provocation concerning the status quo. Included in the probe are factors that prove fundamental to our productively advancing the profession and practices of Architecture: namely technology, psychology, sociology, business, research, sustainability and ethics. Developing from an environmental scan, and drawing from extensive administrative experience (in numerous nations) of the two lead authors, the research then examines selected details for each of these factors - proposing new means and methods that promise to better prepare architecture students for a dramatically different world. Ancillary yet vital qualities, such as interdisciplinary engagement, leadership, intersectoral understanding, and holism, are investigated with respect to a curricular reset. The authors shape a novel model for higher education in architecture that resonates with emerging demands and equips students to survive and thrive given the changing global context and the transcendental ‘new normal.’

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 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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.184
Threshold uncertainty score0.992

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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)0.0090.000

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 head0.065
GPT teacher head0.326
Teacher spread0.262 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
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
Published2022
Admission routes1
Has abstractyes

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