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
We present five scenes from Nanay, a testimonial play that we cowrote, drawing on conventional social scientific research transcripts from interviews conducted with Filipino domestic workers, their children, nanny agents, and the Canadian employers of live‐in caregivers. We developed this theater play from May 2007 through August 2008 and performed the piece in Vancouver and Berlin in 2009. A reading of the script was staged in Edinburgh in 2012, and the play will be performed in Manila in November 2013. We have turned to performance to create and extend public debate about current immigration policies, racial and ethnic stereotypes, the commodification of reproductive roles, and the transfer of care labor from the global South to the global North. We interject the scenes presented here with behind‐the‐scenes observations to more fully contextualize the script and to suggest ways in which this process of creative writing and performance informs conventional social science writing.
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 | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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) | 0.002 | 0.001 |
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