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Record W4417225166 · doi:10.36253/opus-16942

Reflecting on Interdisciplinarit(ies)

2025· article· W4417225166 on OpenAlexaff
Nadja Aksamija, Antonio Brucculeri, Denis Ribouillault

Bibliographic record

VenueOpus Incertum · 2025
Typearticle
Language
FieldArts and Humanities
TopicArchitecture, Design, and Social History
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsSection (typography)Representation (politics)Articulation (sociology)Field (mathematics)Diversity (politics)Relation (database)

Abstract

fetched live from OpenAlex

This article serves as the introduction to a volume dedicated to the question of interdisciplinarity in architectural history. In view of the field’s growing diversity and complexity – as well as the risk of its potential fragmentation – the authors emphasize the importance of engaging with interdisciplinarity in a critical and deliberate manner. The first section traces the history of the concept and considers how architectural history as a discipline has positioned itself in relation to it. The second section outlines the range of methodological approaches and theoretical reflections proposed by the volume’s contributors across its various chapters. While not aiming to capture the full spectrum of contemporary interdisciplinary practices, these contributions offer a representative overview of the trajectories along which the field is currently developing. These include postcolonial frameworks; intersections with environmental history; the impact of digital technologies; the articulation of both material and immaterial histories of architecture; critical engagement with architectural representation and its relationship to visual studies; the transformation of the traditional monographic model; and the role of collaborative research as a driving force of interdisciplinarity, among others.

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)0.015
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.017
Threshold uncertainty score0.077

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0150.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0030.003
Science and technology studies0.0100.045
Scholarly communication0.0170.019
Open science0.0010.018
Research integrity0.0040.007
Insufficient payload (model declined to judge)0.0060.001

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 head0.066
GPT teacher head0.359
Teacher spread0.294 · 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 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueOpus Incertum→Same topicArchitecture, Design, and Social History→French-language works237,207→