Reviews/Interviews
Bibliographic record
Abstract
Adam Sumera: Capital Ellowen Deeowen: A Review of The Making of London: London in Contemporary Literature by Sebastian Groes (Houndsmills: Palgrave-Macmillan, 2011) Wit Pietrzak: Deconstruction and Liberation: A Review of Simon Glendinning’s Derrida (New York: Oxford UP, 2011) Monika Kocot: Authenticity, Transdifference, Survivance: Native American Identity (Un)Masked: A Review of Native Authenticity: Transnational Perspectives on Native American Literary Studies, ed. Deborah L. Madsen (Albany: State U of New York P, 2010) Fadia Faqir Speaks with Maria Assif: Literature, the Arab Diaspora, Gender and Politics Norman Ravvin Talks to Krzysztof Majer: Absent Fathers, Outsider Perspectives and Yiddish Typewriters
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 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) | 0.008 | 0.007 |
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; both teacher heads agree on what is shown here.
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".