MétaCan
Menu
← Back to cohort
Record W6942505782 · doi:10.14288/bcs.no225.200280

“In the Empire She Loved So Well”

2025· article· en· W6942505782 on OpenAlexaboutno aff

Bibliographic record

VenueOpen Collections · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsTheme (computing)Context (archaeology)FeminismClubEmpireWhite (mutation)

Abstract

fetched live from OpenAlex

In 1928, the Women’s Canadian Club of Victoria (WCCV) contracted N. De Bertrand Lugrin to write The Pioneer Women of Vancouver Island, one of the first feminist histories of British Columbia. Despite this distinction, the work has received relatively little scholarly attention, with its authorship frequently misattributed to other members of the Lugrin family. This article resituates the Club-sponsored book within the canon of Canadian women’s early historiography, using the Club’s archival records and Lugrin’s writings to argue that the WCCV sought to legitimize white settler women’s roles as nation-builders by infusing their historical actions with imperial importance. Memorializing dozens of stories of settler women, The Pioneer Women of Vancouver Island espoused certain qualities and values held by successful ‘pioneers’ that could inspire a contemporary generation to build a progressive future. Left out of this telling of the past (and the Club’s version of the future), however, were the mixed-race women who could threaten the constructed image of imperial unity. Almost a century after the WCCV’s publication, iterations on Lugrin’s mythologized ‘pioneer’ women theme continue to echo in histories of Vancouver Island. This discussion of the original book and its context reveals the theme’s origins within the intersection of feminism and imperialism in 1920s British Columbia.

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)0.002
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.166
Threshold uncertainty score0.334

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0300.018
Scholarly communication0.0080.002
Open science0.0010.003
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0200.004

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 head0.015
GPT teacher head0.293
Teacher spread0.278 · 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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueOpen Collections→Same topicCanadian Identity and History→French-language works237,207→