Bibliographic record
Abstract
Poulin, Andrée. That’s Not Hockey! Annick Press, 2018 This picture book tells the story of the famous hockey player, Jacques Plante, who loved hockey as a child, but had to improvise because he did not have a lot of hockey gear. The title phrase “That’s Not Hockey” appears when Jacques uses a ball because he didn’t have a puck, uses a tree root for a goalie stick and has goalie pads made out of potato sacks and wooden slats. Andrée Poulin uses the bold-face phrase, “Hey, that’s not hockey” throughout the book, as though it had been shouted at the young Plante to indicate that people were not happy with his changes to the game. This foreshadows the reaction to one of Plante’s greatest and most memorable contributions to the game—the introduction of the goalie mask. While Plante initially faced booing, teasing, and taunting from “reporters, players, goaltenders and crowds”, helmets and facemasks became standard equipment in hockey and players now have far fewer head and face injuries as a result. Félix Girard’s cartoon illustrations capture pond hockey in rural Quebec well. Girard also accurately portrays a bare-headed 1959 era hockey team hoisting the Stanley Cup. This is a good story about a Canadian hockey legend that also carries a lesson about continuing to work at making things better, even when most people seem to be against you. Highly Recommended: 4 stars out of 4 Reviewer: Sandy Campbell Sandy is a Health Sciences Librarian at the University of Alberta, who has written hundreds of book reviews across many disciplines. Sandy thinks that sharing books with children is one of the greatest gifts anyone can give.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.378 | 0.273 |
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".