Women Pluralists Negotiating Immigrant Children’s Health in an Era of Mass Migration (the 1960s)
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.
Bibliographic record
Abstract
The article explores immigrant children’s health in Toronto, Canada, during mass migration by analysing a 1960s women-led project involving southern Europeans launched by the International Institute of Metropolitan Toronto, the city’s leading immigrant agency and part of a long-standing North American pluralist movement. Focused on the immigrant female fieldworkers tasked with convincing parents known for their ‘reticence’ in dealing with ‘outsiders’ to access resources to ensure their children’s well-being, it assesses their role as interpreters for the public health nurses investigating the Italian and Portuguese children who increasingly dominated their referrals from Toronto’s downtown schools. Without exaggerating their success, it documents the women’s capacity for persuasion, and notes the value of community-based pluralist strategies in which women with links to those being served play active roles as front-line intermediaries. The article highlights the history of women’s grassroots multiculturalism and the need to consider pluralism’s possibilities as well as its limits.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it