MétaCan
Menu
Back to cohort
Record W2752087600 · doi:10.7202/1040996ar

THE COLOURED WOMEN’S CLUB OF MONTREAL, 1902-1940

2017· article· en· W2752087600 on OpenAlex
David Este, Christa Sato, Darcy McKenna

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCanadian social work review · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsUniversity of CalgaryUniversity of Lethbridge
Fundersnot available
KeywordsClubGender studiesRacismSociologyWhite (mutation)NarrativeWelfarePolitical scienceLaw

Abstract

fetched live from OpenAlex

To date, there is limited literature documenting contributions of people of African descent to Canadian social welfare history. Based on both secondary and archival sources, we critically explore from anti-Black racism and African-Canadian feminist per\spectives, the contributions of the Coloured Women’s Club of Montreal (CWCM) from 1902-1940 to the social well-being of Montreal’s Black community. The CWCM played a major role as one of the leading supports for members who encountered harsh challenges in a society where racism prevailed and opportunities for men and women were severely restricted. Club members organized several events that enabled community members to survive in an environment that was hostile to people of African descent, therefore becoming a “pillar of strength” that fostered a stronger sense of community among Blacks living in Montreal. We contend that through their contributions during this time period, these African-Canadian women emerged as key players in the community and secondly, as early social welfare practitioners. It is imperative for social workers to acknowledge the contributions of the women who were involved in the CWCM as a means of interrupting the historical narratives shaping our profession that have predominantly been told from the perspectives of a hegemonic, white culture.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
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 score0.610
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0140.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.275
Teacher spread0.255 · 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