Literacy Worlds of Children of Migrant Farmworker Communities Participating in a Migrant Head Start Program
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
Within this ethnographic case study, I examine the ways that a Migrant Head Start program failed to build on the funds of language and literacy knowledge of a group of socioculturally and linguistically marginalized preschool children. Using a literacy-as-social-practice lens, I explore the children’s early literacy knowledge by focusing on the ways that reading and writing mediate the lives of the migrant farmworker community—their parents’ and community members’ lives. Observational and interview data analysis revealed literacy practices in the migrant camps that reflected their lives of bureaucratic regulation, family and community relationships, and spirituality in the migrant camps. Participant observation in the Migrant Head Start program revealed a school-based focus on only surface features of early literacy, delivered in an unfamiliar language and reflecting culturally specific beliefs and values about literacy practice that did not match those of most of the children. Analysis also revealed the ways that literacy practice among the migrant farmworkers moved and changed as the individual life experiences of the families changed, particularly in relation to increased geographic permanence over time.
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 | 0.010 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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