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Record W4249802219 · doi:10.3138/uhr.41.02.03

Gerald Sutton Brown and the Discourse of City Planning Expertise in Vancouver, 1953–1959

2013· article· en· W4249802219 on OpenAlex
Will Langford

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.

venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUrban History Review · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsRhetoricRhetorical questionPoliticsPublic administrationUrban planningFace (sociological concept)Political scienceLanguage planningSuburbanizationSociologyCorporate governanceLawManagementSocial scienceArtEngineeringLiteraturePedagogyCivil engineering

Abstract

fetched live from OpenAlex

This paper examines the discourse Gerald Sutton Brown, the director of the newly created Vancouver Department of Planning, employed between 1953 and 1959. Amidst rapid urbanization and suburbanization, changes in local state governance, and wider debate over the urban future, Sutton Brown began speaking in public to popularize his vision of planning. He regularly compared planning to business, medicine, science, and politics. I argue that his co-optation of language, images, and metaphors drawn from more established professions promoted planning projects and asserted the authority of the planning profession. However, Sutton Brown’s rhetorical strategy obscured and depoliticized many of the realities of his high modernist planning program. Even if his discourse proved relatively ineffectual in the face offinancial, political, and practical constraints, his rhetoric was important because it demonstrated one way that high modernist ideas could be mobilized to promote significant urban change.

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)0.001
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: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: none
Teacher disagreement score0.599
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.029
GPT teacher head0.261
Teacher spread0.232 · 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