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
Reviewed by: Like Home by Louisa Onomé Deborah Stevenson, Editor Onomé, Louisa Like Home. Delacorte, 2021 [416p] Library ed. ISBN 9780593172612 $20.99 Trade ed. ISBN 9780593172599 $17.99 E-book ed. ISBN 9780593172605 $10.99 Reviewed from digital galleys Ad Gr. 7–10 Chinelo, known as Nelo, loves her multicultural Toronto-area neighborhood, Ginger East, despite the fact that it’s pretty rough. When the local store, owned by the parents of her best friend, Kate Tran, gets vandalized with a brick through its window, that’s the final straw for the Trans, who decide to sell up the store and move. Nelo, devastated by that possibility and what it indicates about the changes in her troubled neighborhood, decides that finding the culprit and proving they’re an outsider will convince the Trans that the crime wasn’t an indication of a deteriorating neighborhood and that it’s better to stay. Onomé deftly depicts often underconsidered socioeconomic issues here, portraying a seedy but close-knit urban neighborhood where “people like to hang out on the street corners, and everyone here knows each other, even if you’re up to no good,” and where Nelo’s Nigerian-Canadian mother loves the subtitled Chinese movies she gets from the [End Page 309] Vietnamese-owned corner store. Nelo’s love of the place believably skews her view of both events and people. The messaging about just what is happening to the neighborhood is unclear, though, since it seems both to be getting more dangerous and more gentrified, and some events strain credulity; the writing is uneven, with beautifully apt phrasing (“He’s got that ‘nicer neighborhood’ glow”) sometimes undermined by awkwardness. Nelo’s determined narration nonetheless provides a thoughtful look at a place—and a girl—struggling with all kinds of change. Copyright © 2021 The Board of Trustees of the University of Illinois
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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