Le Cirque du Monde et la Nation Atikamekw : une expression du mouvement paradigmatique autour des jeunes qui vivent des difficultés
Bibliographic record
Abstract
En Haute Mauricie, le Conseil de la Nation Atikamekw(CNA), en partenariat avec le programme Cirque du Monde (CdM), offre des ateliers decirque à des jeunes Atikamekw vivant des difficultés. Admettant d’emblée quechaque site où intervient CdM représente une actualisation particulière de sonmodèle général, l’objet du présent article est double. Premièrement, ilexaminera en quoi et comment les ateliers de cirque offerts aux jeunes autochtonespeuvent fournir des éléments essentiels à la compréhension de l’approche duCdM. Deuxièmement, à partir de ces données, il présentera les dimensions de ce quiapparaît être plus largement un mouvement paradigmatique autour du phénomène desjeunes qui vivent des difficultés, dans un passage du local au global.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.012 | 0.024 |
| Scholarly communication | 0.009 | 0.007 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".