Bibliographic record
Abstract
With the beginning of summer came many exciting announcements in the world of children’s and young adult book awards. In the United Kingdom, the prestigious Carnegie and Kate Greenaway Medals were awarded. Canada saw the announcement of the BC Book Prizes and Jewish Book Awards, while in the United States, the Locus Award for young adult science fiction was conferred. Also announced were the much-anticipated Boston Globe-Horn Book Awards. Below is a complete list of the prize winners for each competition. Canada BC Book Prizes: Sheila A. Egoff Children’s Literature Prize: Maggie de Vries, Hunger Journeys (HarperCollins Canada) Christie Harris Illustrated Children’s Literature Prize: Julie Flett. Owls See Clearly at Night: A Michif Alphabet / Lii Yiiboo Nayaapiwak lii Swer: L’alfabet di Michif. (Simply Read Books) Helen and Stan Vine Canadian Jewish Book Awards (youth category) Judie Oron, Cry of the Giraffe (Annick Press) United Kingdom CILIP Carnegie Medal Patrick Ness, Monsters of Men (Walker Books) CILIP Kate Greenaway Medal (for book illustration) Grahame Baker-Smith, FArTHER (Templar) United States: Locus Awards (youth category) Paolo Bacigalupi, Ship Breaker (Little, Brown) Boston Globe – Horn Book Awards Fiction: Tim Wynne-Jones, Blink & Caution (Candlewick) Nonfiction: Steve Sheinkin, The Notorious Benedict Arnold: A True Story of Adventure, Heroism, & Treachery (Flash Point/Roaring Brook) Picture book: Salley Mavor Pocketful of Posies: A Treasury of Nursery Rhymes (Houghton)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.018 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.005 | 0.004 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.014 | 0.006 |
| Open science | 0.004 | 0.008 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.674 | 0.633 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".