Reviews
Bibliographic record
Abstract
Abstract At the Limits of Memory: Legacies of Slavery in the Francophone World, Nicola Frith and Kate Hodgson (eds) (2015) Liverpool: Liverpool University Press, 259 pp., ISBN: 9781781381595, h/bk, £80 Cannibal Writes: Eating Others in Caribbean and Indian Ocean Women’s Writing, Njeri Githire (2014) Urbana, Chicago and Springfield: University of Illinois Press, 256 pp., ISBN: 9780252038785, h/bk, $55 The Literatures of the French Pacific: Reconfiguring Hybridity, Raylene Ramsay (2014) Liverpool: Liverpool University Press, 384 pp., ISBN: 9781781380376, h/bk, £80 Isabelle Eberhardt and North Africa: A Carnivalesque Mirage, Lynda Chouiten (2014) London: Lexington Books, 246 pp., ISBN: 9780739185926, h/bk, £65 Gendered Frames, Embodied Cameras: Varda, Akerman, Cabrera, Calle, and Maïwenn, Cybelle H. McFadden (2014) Madison: Fairleigh Dickinson University Press, 233 pp., ISBN: 9781611476323, h/bk, £49.95 The French Colonial Imagination: Writing the Indian Upsrisings, 1857–1858, from Second Empire to Third Republic, Nicola Frith (2014) Lanham, Boulder, New York, Toronto, Plymouth, UK: Lexington Books, 217 pp., ISBN: 9780739180006, h/bk, $88 Le Ventre des femmes: Capitalisme, racialisation, féminisme, Françoise Vergès (2017) Paris: Albin Michel, 231 pp., ISBN: 9782226395252, 20€ Scars of Partition: Postcolonial Legacies in French and British Borderlands, William Miles (2014) Lincoln, NE and London: Nebraska University Press, 365 pp., ISBN: 9780803248328, p/bk, $35 The Colonial Comedy: Imperialism in the French Realist Novel, Jennifer Yee (2016) Oxford: Oxford University Press, 272 pp., ISBN: 9780198722632, h/bk, £60
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.557 | 0.416 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".