Bibliographic record
Abstract
Contents: Wolfgang Zach/Ulrich Pallua: Introduction - Wolfgang Benz: The Construction of Modern Antisemitism: From Race Ideology to Genocide - Lucy Collins: Where are we heading? Fred D'Aguiar and the Poetics of Race - Yasue Arimitsu: Nation and Literature: Literary Possibilities in a Multicultural Society - Dave Gunning: Ethnicity Politics in Contemporary Black British and British Asian Literature - Thomas Spielbuchler: Ethnicity as a Stumbling Block in Postcolonial Africa - Claude Couture: Racism, Nationalism and Literature: the Case of French Canada - Wolfgang Zach/Ulrich Pallua/Adrian Knapp/Cynthia Rauth: Slavery and Literature: The Abolition Period in Britain. Main Results of a Research Project - Anthony Barthelemy: Fictions of Benevolence: Huckleberry Finn and the Residual Cruelty of Slavery - Donathan Lawrence Brown: In Defense of Slavery & Negative Difference: George Fitzhugh and Negro Slavery - Mary Niall Mitchell: They Called Her Ida May: Truth, Fiction, and Race After the Fugitive Slave Act - Andreas Oberprantacher: Bare Life Sovereignty, Biopower and Modern Slavery in Contemporary Political Theory - Andrew Milne-Skinner: Liverpool's Slavery Museum: a Blessing or a Blight? - Ljiljana Ina Gjurgjan: Interculturality and (Post)colonialism: Ethnicity, Nationalism, Cultural Memory and Identity - Brigitte Glaser: Crossing Borders: Interracial Relationships in English Colonial Fiction - Laurie R. Cohen: The 'Other' Image of Women Antimilitarists, or Watching Women Duel - Rudiger Ahrens: Ethical Norms and Ethnic Frictions in the Novels of J. M. Coetzee - Andrea Strolz: A Map to the Middle Passage as Heterotopia: Cultural Memory in Dionne Brand's At the Full and Change of the Moon (1999).
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) | 0.005 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".