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
SOLVING ZOE. ISBN 1-4169-6128-3. New York: Margaret K. McElderry Books, 2009. 223 pp. $15.99. Reviewed by Katrina Newswanger THE WALLS OF CARTAGENA. Il. by Tom Pohrt. ISBN 978-1-4169-4102-6. New York: Simon & Schuster, 2008. 152 pp. $15.99. Reviewed by Connie Green I WANNA BE YOUR SHOEBOX. ISBN 976-1-4169-7904-3. New York: Simon & Schuster Books for Young Readers, 2008. 198 pp. $6.99. Reviewed by Tori Carrington CROW CALL. Il. by Bagram Ibatoul-line. ISBN 978-0-545-03035-9. New York: Scholastic Press, 2009. 32 pp. $16.99. Reviewed by Terre Sychterz FAR FROM GRINGO LAND. ISBN 978-0-547-05630-2. New York: Houghton Mifflin Harcourt, 2009. 229 pp. $17.00. Reviewed by Tori Carrington THE LION AND THE MOUSE. Il. by author. ISBN 978-0-316-01356-7. New York: Little, Brown, 2009. 36 pp. $16.99. Reviewed by Terre Sychterz TWO OF A KIND. Il. by Matt Phelan. ISBN 978-1-4169-2437-1. New York: Simon & Schuster, 2009. 32 pp. $16.99. Reviewed by Casey Herseim DORK DIARIES: Tales From a Not-So-Fabulous Life. Il. by author. ISBN 978-4169-8006-3. New York: Aladdin, 2009. 282 pp. $12.99. Reviewed by Brandi Shine THE TEASHOP GIRLS. Il. by Sujean Rim. ISBN 978-1-4169-6793-4. New York: Simon & Schuster/Paula Wiseman Books, 2009. 250 pp. $6.99. Reviewed by Amy Murphy Eberle BORN TO WRITE: The Remarkable Lives of Six Famous Authors. ISBN 978–1554511921. Toronto, ON: Annick Press. 2009. 136 pp. $24.95. Reviewed by Brandi Shine LISTEN TO THE WIND: The Story of Dr. Greg and Three Cups of Tea. Il. by Susan L. Roth. ISBN 978-0-8037-3058-8. New York: The Penguin Group, 2009. 32 pp. $16.99. Reviewed by Sarah Baltrusaitis TRADING FACES. Il. by Paige Pooler. ISBN 978-1-4169-7531-1. New York: Aladdin, 2009. 304 pp. $16.99. Reviewed by Kristy Bender
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