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 influential readings collected for this volume reflect not just the textual and discursive nature of colonial and postcolonial discourse in relation to gender, but also the material effects of the postcolonial condition and practices developed in relation to it. The volume seeks to open up the field by juxtaposing a number of contested subjects. Readings cover a range of geographical regions including: South-east Asia, India, Africa, Latin America, Canada, Turkey, Egypt, Algeria, Australia and Ireland. Key topics include: colonialism and anti-colonialism, 'otherness', sexuality, sexual rights, the harem and the veil, space and writing, and aboriginal and indigenous women's issues. Not only does this anthology address the lack of attention to gender and feminism in early studies of colonial discourse, it also provides resources for readers to trace the developments in feminism as it responds to postcolonial critiques of First World feminism.
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 | 0.001 | 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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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