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: Call Me Henri Maggie Hommel López, Lorraine M. Call Me Henri. Curbstone, 2006237p ISBN 1-931896-27-5$17.95 Ad Gr. 7-10 Enrique (aka Henri) juggles ESL classes at Peralta Middle School and responsibilities at home babysitting his three baby brothers, all the while trying to avoid the gangs that plague his neighborhood, not to mention his stepfather's harsh temper. Privately, he longs to learn French, a language more similar to his native Spanish than English, feeling that skill will take him away from his troubled life. López tempers the harsh urban circumstances with gentle humor and by portraying the world through Enrique's innocent and untainted perspective (in fact, Enrique sometimes seems younger than a typical middle-schooler). The absorbing story creates memorably vivid characters—Marvin Alfaro's abuelita accompanies him to each of his classes and grins proudly whenever he speaks; Enrique's friend Horacio says "Hay labio jabón lechuga" to any girl who walks by because he thinks it sounds romantic (translated, it means "There is lipsoap lettuce"). The story is choppily written, though, and the ending sequence of events (Enrique witnesses a drive-by shooting in which Horacio is seriously hurt and Enrique becomes the gang's next target; concerned teachers enroll him in a French immersion program in Canada and sneak him, dressed as a girl, to the airport) is rushed and barely plausible, with all concluding a bit too neatly. Still, readers will not begrudge the worthy Enrique an optimistic ending and the fulfillment of his dream—one can hope that his new direction will allow him to escape his past and reach his potential. Copyright © 2006 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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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