On Seasons of an Indigenous Feminism, Kinship, and the Program of Home Management
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
It's early evening, a Friday night in October, and I have hauled myself off the couch to make dinner for my son and me. It's just us; the more active cooks in our family are away and the house is quiet. I've spent all afternoon immersed in scholarly literature about the history of home economics, and I chuckle at the irony as I pour premade marinara sauce over the noodles. I call up my son from the basement, where he's been immersed in his own studies, and find myself musing about our beginnings together—that spring when he arrived twenty-three years ago just as the trees were beginning to bud. I mutter about how perplexing cooking and mothering have been for me, and realize that these glimpses of me as a young mother and ponderings of how to take up increasing responsibilities as a middle-aged Indigenous “academic auntie” bookend my seasons of Indigenous feminist growth.
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 | 0.000 | 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