Haudenosaunee Grandmothers Caring for their Grandchildren: The Process of Assuming the Caregiving Role
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 purpose of this grounded theory study was to understand the processes, motivations, and reasons for Aboriginal grandmothers assuming the full-time caregiving role for their grandchildren. Fifteen Haudenosaunee grandmothers who were from the Six Nations community participated in this study. The results indicate that a series of complex factors, circumstances, and processes contributed to them caring for their grandchildren. Of particular significance is that, prior to assuming their full-time caregiving roles, they had intermittently cared for their grandchildren as a means of preventing family breakdown. Many of them were accustomed to this type of care arrangement as over half of the grandmothers had been cared for by their grandmothers or great-mothers. Ultimately, they cared for their grandchildren as a means of "keeping the state's hands off" their grandchildren and avoiding child welfare involvement. Furthermore, the women in this study served as important vital roles for healing in Aboriginal families and communities.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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