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 introduction articulates this book’s four main arguments. First, as the selected novelists reimagine the lives of uprooted groups and individuals in various stages and settings of black history, they actively contribute to the ongoing transnational formation of black diasporic identity. Second, these novelists frequently evoke (some quite subtly) slavery and colonial modernity. Their allusions to the Middle Passage and enslavement speak to the choices that they make while participating in the continuing construction of black diasporic identity—regardless of whether they belong to the civil-rights generation of African American novelists or to the cultural-nationalist generation of Caribbean authors or to a later generation of contemporary transnational British, Canadian, American, and Caribbean writers. Third, as this book’s chapter on black soldiers’ wartime experiences abroad demonstrates, much can be gained through a dually focused thematic approach that both examines black novelists’ representations of diaspora and explores their depictions of more temporarily and loosely understood experiences of displacement or dislocation. Fourth, the novels discussed in this book portray a “diasporic double consciousness.” This term refers to the dislocated/relocated protagonists’ sense of not belonging and their simultaneous yearning to experience fulfilling human connection and communion in a place they could call “home.”
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) | 0.001 | 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