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
Yolen, Jane. How Do Dinosaurs Say I’M MAD? Illus. Mark Teague. New York: Scholastic-The Blue Sky Press, 2013. Print.This book about misbehaving dinosaurs is one of the most recent from the How Do Dinosaurs… series (of over 20 titles) power-duo of Jane Yolen and Mark Teague. Multiple award winning author Yolen and illustrator Teague have created a how-to manual of sorts to help the littlest people, as well as adults, learn to control our tempers.The dinosaurs in this story, who will be very familiar to fans of this series, are feeling angry due to many reasons; the Barapasaurus is upset about something he cannot have (his sister’s tricycle); the Afrovenator has been asked to sit still but he is having none of that; and the Lystosaurus does not want to go for a nap. They react with tantrums and terrible dino behavior that many young readers may see reflected in themselves: banging of toys, stomping, throwing things, and pouting.The bad behaviours are then tempered with calming techniques; counting to 10, breathing calmly, cleaning up, saying sorry and giving hugs. Of course the outcome is not always so easily achieved with real children! Mark Teague’s illustrations are very expressive, so much so that my 5-year-old was upset by the menacing and angry looks that the parents directed towards their dinosaur children in most of the images. Luckily of course by the end of the book both parent and child have resolved the issues. While the familiarity of the characters in this book may be a draw for some readers, it can also create a sense of formulaic repetition for adults. Recommended for public and school libraries.Recommended: 3 stars of out 4 Reviewer: Debbie FeisstDebbie is a Public Services Librarian at the H.T. Coutts Education Library at the University of Alberta. When not renovating, she enjoys travel, fitness and young adult fiction.
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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