“I remember the Cocagne arena was packed to the rafters”
Bibliographic record
Abstract
Serge LeBlanc, who was born and raised in Sainte-Marie-de-Kent—a small town approximately 45km from the City of Moncton in New Brunswick, Canada—is a proud Southeast Acadian known affectionately to his friends and colleagues as ‘Bâyo’. Since the 1990s, Serge has become a staple in regional and national hockey communities in his capacity as an extremely dedicated equipment manager. He has worked with the Moncton Wildcats of the Quebec Major Junior Hockey League (QMJHL), with Team Canada at the World Junior Championship, and with is currently the equipment manager for the Canadian Women’s National Hockey Team. In addition to looking after some of the world’s best athletes, Serge is a husband and father who works as the head equipment manager for all sports at the Université de Moncton, the country’s first Acadian university and also the largest francophone university outside of Quebec. This essay provides a brief history of the Acadian people and will then overview a conversation Serge had with the first author (also an Acadian from Moncton) about his heritage, his experiences in hockey, and how he believes that the two overlap.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".