Kevin Major's <i>Hold Fast</i> and the Critical Reception of a Milestone Canadian Novel for Young Adults
Bibliographic record
Abstract
This paper examines the critical reception of Kevin Major’s Hold Fast, published in 1978, as a hinge event in the field of production of Canadian children’s literature. It is argued that this novel represents a Canadian version of the social realism narrative that was well established in the United States by the mid-1970s and that recognizable conventions of this type of literature augmented its positive reception. Equally important for its continued celebration as a notable work, however, were its uniquely Canadian themes and motifs. These themes are explored through a close examination of reviews and commentary published between 1978 and 2006. Questions are raised about reviewers’ refusal to situate the title against earlier publishing for young people in Canada and about the role that the professionalization of young adult literature and librarianship played in the reception of the title.
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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 | 0.005 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.034 | 0.023 |
| Scholarly communication | 0.011 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.002 | 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 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".