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
Abstract Nonfiction: Cleary, Brian P. HAIRY, SCARY, ORDINARY: What Is an Adjective? Il. by Jenya Prosmitsky. ISBN 1-57505-401-9. Minneapolis, MN: Carolrhoda Books, 2000. Unp. $12.95. Reviewed by Jorie Borden Hickman, Pamela: ANIMALS IN MOTION. Il. by Pat Stephens. ISBN 1-55074-573-5. New York: Kids Can Press, 2000. Unp. $10.95. Reviewed by Kristin Blenis Kroll, Steven: WILLIAM PENN: Founder of Pennsylvania. Il. by Ronald Himler. ISBN 0-8234-1439-6. New York: Holiday House, 2000. Unp. $15.95. Reviewed by Smita Guha Lingemann, Linda S.: SURVIVAL IN THE SEA: The Story of a Hammerhead Shark. Il. by Stephen Marchesi. ISBN 1-56899769-8. Norwalk, CT: Soundprints, 1999. 32 pp. $15.95. Reviewed by Andrea Bartlett Micklos, Jr., John: DADDY POEMS. Il. by Robert Casilla. ISBN 1-56397-870-9. Honesdale, PA: Wordsong-Boyds Mills Press, 2000. 32 pp. $8.95. Reviewed by Jeanie Burnett Simon, Seymour: DESTINATION MARS. ISBN 0-688-15770-X. Singapore: Tien Wah Press, HarperCollins, 2000. 29 pp. $15.95. Reviewed by Joseph Elias Trottier, Maxine: NATIVE CRAFTS: Inspired by North America's First Peoples. Il. by Esperanca Melo. ISBN 1-55074854-8. Toronto, Canada: Kids Can Press, 2000. 40 pp. $12.95. Reviewed by Gloria Tansits Wenze Winnick, Karen B.: SYBIL'S NIGHT RIDE. Il. by author. ISBN 1-56397-697-8. Honesdale, PA: Boyds Mills Press, 2000. Unp. $15.95. Reviewed by Janet Gernsheimer Fiction: Arnold, Katya: ME TOO! Two Small Stories About Small Animals. Il. by author. ISBN 0-8234-1483-3. New York: Holiday House, 2000. 32 pp. $15.95. Reviewed by Tracy Keyes Chen, Kerstin: LORD OF THE CRANES. Il. by Jian Jiang Chen. ISBN 0-7358-1192-X. New York: North-South Books, 2000. Unp. $15.95. Reviewed by Lisa Gaspar Fazzi, Maura & Peter Kuhner: THE CIRCUS OF MYSTERY. Translated by Rosemary Lanning. Il. by authors. ISBN 0-7358-1168-7. Switzerland: North-South Books, 1999. Unp. $15.95. Reviewed by Janet S. Munro Gorbachev, Valeri: PETER'S PICTURE. Il. by Author. ISBN 1-5585-965-1. New York: North-South Books, 2000. 30 pp. $15.95. Reviewed by Holly Shaffer Heidbreder, Robert: I WISHED FOR A UNICORN. Il. by Kady MacDonald Denton. ISBN 1-55074-543-3. New York: Kids Can Press, 2000. 32 pp. $14.95. Reviewed by Catherine Laubach Mack, Tracy: DRAWING LESSONS. ISBN 0-439-11202-8. New York: Scholastic, 2000. 168 pp. $15.95. Reviewed by Lucille Fanger McKissack, Patricia: COLOR ME DARK: The Diary of Nellie Lee Love, The Great Migration North. Dear America Series. ISBN 0-590-51159-9. New York: Scholastic, 2000. 218 pp. $10.95. Reviewed by Terry Stahler Osborne, Mary Pope: ADALINE FALLING STAR. ISBN 0-439-05947-X. New York: Scholastic, 2000. 170 pp. $16.95. Reviewed by Gayle Roome Pfister, Marcus: THE HAPPY HEDGEHOG. Il. by author. ISBN 0-7358-1164-4. New York: North-South Books, 2000. 24 pp. $15.95. Reviewed by Joan Schoch Philbrick, Rodman: REM WORLD: Where Nothing Is Real and Everything Is About To Disappear. ISBN 0-439-08362-1. New York: The Blue Sky Press, 2000. 192 pp. $16.95. Reviewed by Barbara F. Backer Schami, Rafik: ALBERT & LILA. Il. by Els Cools & Oliver Streich. ISBN 0-7358-1182-2. New York: North-South Books, 1999. Unp. $15.95. Reviewed by Jeffrey Brewster Scheffler, Ursel: BE BRAVE, LITTLE LION! Il. by Ruth Scholte van Mast. ISBN 0-7358-1264-0. New York: North-South Books, 2000. 48 pp. $13.95.
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) | 0.009 | 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