Bibliographic record
Abstract
Reviewed by: Into the Bright Open: A Secret Garden Remix by Cherie Dimaline Aaren Tucker Dimaline, Cherie Into the Bright Open: A Secret Garden Remix. Feiwel, 2023 [288p] Trade ed. ISBN 9781250842657 $19.99 E-book ed. ISBN 9781250842664 $11.99 Reviewed from digital galleys R Gr. 6-9 When Mary Craven is orphaned at fifteen, she leaves Toronto to live at her uncle's mansion in the Ontario wilderness. There, the surly, imperious Mary is shocked by the frank and informal manner of her uncle's servants. She's equally surprised to discover she has a cousin, Olive, whom she never knew anything about. Mary's loneliness dissipates as her friendship with Olive and other new companions grows stronger, but their peaceful life is disrupted by the return of Olive's stepmother. Suddenly, Olive's illness worsens, and she is locked in her room again while Mary's adventures with her new friends are curtailed. Having finally found the love she craved, Mary now must learn to fight for those she cares for and uncover her family's buried secrets. Dimaline's adaptation of the classic novel The Secret Garden ages up the protagonist and adds a sinister twist, but it still pays homage to its inspiration. Mary retains the sour, contrary disposition of the original, and Dimaline (Funeral Songs for Dying Girls, BCCB 03/23) preserves the story's roots as Mary learns to be kinder and stronger thanks to the love and friendship of good yet humble people. Dimaline's subtle, absorbing prose will surely draw readers in and introduce a new generation to the story of a lonely young girl finding her place in the world. Copyright © 2023 The Board of Trustees of the University of Illinois
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.035 | 0.019 |
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".