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
Paradise is commonly imagined as a place of departure or arrival, beginning and closure, permanent inhabitation of which, however much desired, is illusory. This makes it the dream of the traveller, the explorer, the migrant – hence, a trope recurrent in postcolonial writing, which is so centrally concerned with questions of displacement and belonging. Projections of Paradise documents this concern and demonstrates the indebtedness of writers as diverse as Salman Rushdie, Agha Shahid Ali, Cyril Dabydeen, Bernardine Evaristo, Amitav Ghosh, James Goonewardene, Romesh Gunesekera, Abdulrazak Gurnah, Janette Turner Hospital, Penelope Lively, Fatima Mernissi, Michael Ondaatje, Shyam Selvadurai, M.G. Vassanji, and Rudy Wiebe to strikingly similar myths of fulfilment. In writing, directly or indirectly, about the experience of migration, all project paradises as places of origin or destination, as homes left or not yet found, as objects of nostalgic recollection or hopeful anticipation. Yet in locating such places, quite specifically, in Egypt, Zanzibar, Kashmir, Sri Lanka, the Sundarbans, Canada, the Caribbean, Queensland, Morocco, Tuscany, Russia, the Arctic, the USA, and England, they also subvert received fantasies of paradise as a pleasurable land rich with natural beauty. Projections of Paradise explores what happens to these fantasies and what remains of them as postcolonial writings call them into question and expose the often hellish realities from which popular dreams of ideal elsewheres are commonly meant to provide an escape. Contributors: Vera Alexander, Gerd Bayer, Derek Coyle, Geetha Ganapathy-Doré, Evelyne Hanquart-Turner, Ursula Kluwick, Janne Korkka, Marta Mamet-Michalkiewicz, Sofia Muñoz-Valdieso, Susanne Pichler, Helga Ramsey-Kurz, Ulla Ratheiser, Petra Tournay-Thedotou.
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) | 0.012 | 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