Bibliographic record
Abstract
Boyne, John. Stay Where You Are and Then Leave. Toronto: Random House Canada, 2014. Print.John Boyce, multiple award winning author of children’s and adult books including The Boy in the Striped Pyjamas delivers another emotional yet tender tale for younger readers set during wartime.Alfie Summerfield had always remembered the day the fighting started. It was July 28, 1914, and it was his 5th birthday. It was also around the time he learned that his father would be headed to fight, having volunteered in hopes of making it easier on the family. More than four years had passed since that day, and nine-year-old Alfie thought about it and his dad Georgie all the time. The letters that his father regularly sent stopped arriving, and Alfie fears he is dead although his mother insists he is still alive. Not much is said about Georgie, though Alfie is led to believe he is on a long and secret war mission and his mom Margie cries a lot when she thinks he cannot hear her.Alfie’s life revolves around his hard-working mother Margie, skipping school, his Granny and the friends he had made in the row houses along Damley Road including Kalena and her father Mr. Janáček. After the army relocated Kalena and her father to the Isle of Man as ‘persons of special interest’ Alfie discovers that they left behind a shoe shine box. Insistent on helping his worn out mother and not keen on attending school, Alfie secretly takes a job as a shoe shine boy where one day he makes a startling discovery: his father’s name on a stack of his customer’s hospital papers, relating to a military hospital just a train ride away.What follows is Alfie’s journey to learn the truth about his father’s whereabouts. His steadfast determination to keep his family together is touching and heartfelt. This would be an excellent book to use in a classroom in relation to World War One or to be read together at bedtime so that young readers have a chance to ask questions.Highly recommended: 4 stars out of 4Reviewer: 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.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.145 | 0.117 |
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".