Bibliographic record
Abstract
Although the “Foe” novel dust jacket could easily connect to other key characters, the actual inspiration for its design relates to Henrietta, a woman who is forced into a relationship with her husband’s “replacement” when he makes the selfish decision to embark on a space adventure. The image conveys her perspective when gazing up at the night sky, reflecting on her unhappy marriage, and desiring the freedom to discover her own identity. The black background emphasizes the feelings of loneliness and helplessness she experiences as a voiceless entity in her patriarchal marriage. Her limited freedom of expression is suggested with only one eye peering through the blackness. The “O” in the novel’s title serves to frame the moon and the stars in the night sky which are reflected within the eye’s iris. The Adobe Garamond Pro typeface appears on the dust jacket for ease of readability as well as to draw emphasis to the title and the hierarchy of information. The starry night sky signifies not only Junior’s trip to the Outermore Installation but also symbolically conveys a world of possibilities that Henrietta has yet to experience for herself. The open eye image on the front cover also strongly connects to an excerpt from the novel “This is what I’m offering you both. An awakening” which appears on the back cover. The blue eye peering out of the black background and staring straight at the reader catches the reader’s attention, causes feelings of uneasiness, and intrigues the reader to turn pages learning more about Iain Reid’s fascinating characters. Department: Design Faculty Mentor: Constanza Pacher
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.124 | 0.044 |
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".