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Record W4298138831 · doi:10.32920/21253344.v1

An Architecture Of Shifting Mores: Transforming the Modern Downtown

2022· preprint· en· W4298138831 on OpenAlexaffabout
Konner S. Mitchener

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsMoresArchitectureAestheticsDowntownSociologyModernization theoryEnvironmental ethicsPolitical scienceArtGeographyLawVisual artsArchaeologyPhilosophy

Abstract

fetched live from OpenAlex

Since its inception, modernism has represented an embrace of changing socioeconomic conditions and has been characterized as a medium for enacting social change. Modernism is both shaped by and contributes to the moulding of changing social mores. The built fabric acts as an indicator of cultural values but is also acted upon by its inhabitants to reflect shifting social norms. An architecture reflective of shifting mores embraces this duality and uses it to instill a sense of optimism for the future. This thesis contends that modernism embodies a cycle of everevolving values and cultural shifts. As collective opinions change and socioeconomic conditions are transformed, it is essential that we demand new uses and meanings from our built environment. An architecture of shifting mores diverges from traditional modernist thinking. We can no longer wipe the slate clean to serve our shifting needs. This thesis is sited in London, Ontario’s Downtown Heritage Conservation District where ideas of pragmatism, hybridity, innovation, and shifting mores were tested on a city block, resulting in the proposed design framework. This thesis responds to the conditions of modernization that have resulted in the city as we know it. The framework being proposed puts cultural heritage at the forefront of city building while finding creative, new uses for underutilized infrastructure.

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)0.001
metaresearch head score (Gemma)0.001
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: Other · Consensus signal: Other
Teacher disagreement score0.189
Threshold uncertainty score0.377

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.019
Scholarly communication0.0080.004
Open science0.0010.007
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0100.001

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 head0.099
GPT teacher head0.263
Teacher spread0.163 · 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
GenreOther

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 routes2
Has abstractyes

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