MétaCan
Menu
Back to cohort
Record W4414195408 · doi:10.3138/uhr-2024-0014

Sense and Social Control in Vancouver’s Carnegie Free Library, 1901–1910

2025· article· en· W4414195408 on OpenAlexaffvenueabout
Hayleigh Giesbrecht

Bibliographic record

VenueUrban History Review · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical and Literary Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsBeautificationPublic spaceIdeal (ethics)Social controlReputationClass conflictPoliticsNeighbourhood (mathematics)Control (management)

Abstract

fetched live from OpenAlex

In November 1903 the Vancouver Carnegie Free Library officially opened, nearly three years after the Scottish-American steel magnate Andrew Carnegie offered $50,000 to city for the construction of a public library. The library’s construction occurred during a shift in the city’s socio-geographic form from East to West, industrial to commercial, a shift resulting from an early twentieth-century engagement with urban reform in which improved sanitation, funding for public works, and city beautification were all of concern for cities across North America. Early histories of the Vancouver Public Library (VPL) situate the construction of the Carnegie Library within this reform moment inasmuch as libraries promoted an intellectual tradition newly accessible to the working class. Once public libraries came to represent the principles of social progress and the production of citizenship, particularly through Carnegie’s endowments, they served as bastions of urban reform. Through this association, the public library gained a long-standing reputation as a silent, civil, and controlled space. At the same time, a key characteristic of the public library was its gradual evolution into a community “third space,” commonly referred to as the neighbourhood “living room” where “the citizen’s presence can be informal and casual.” 1 The Vancouver Carnegie Library’s administrative regulations, its physical characteristics, and general discourse around its construction all indicate that the library was expected to fit within the ideal of a controlled, quiet space intended for individual “uplift.” However, in Vancouver’s waterfront and East End neighbourhoods, where a considerable industrial working class had formed by the first decade of the century and where the library would eventually be constructed, this expectation was not as easily met. Archival evidence instead suggests a much more sensorially rich, vibrant, shared community experience of the library that administrators struggled to reconcile with their expectations about what and who a public library should be for, bringing also into question the extent of control exercised over its users. This apparent ideological and material conflict between upper-class expectations for the library and the way ordinary people used it enriches the complex history of the early twentieth-century library’s transition into a publicly shared commodity.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.349
Threshold uncertainty score0.490

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)0.0000.000

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 head0.019
GPT teacher head0.248
Teacher spread0.229 · 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.

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
Published2025
Admission routes3
Has abstractyes

Explore more

Same venueUrban History ReviewSame topicHistorical and Literary StudiesFrench-language works237,207