Jeunesses autochtones. Affirmation, innovation et résistance dans les mondes contemporainsdirigé par Natacha Gagné et Laurent Jérôme
Bibliographic record
Abstract
Cet ouvrage collectif rassemble sept contributions (dont trois sur l’Océanie) précédées d’une préface de Mona Belleau, jeune Inuk d’Iqaluit au Nunavut (pp. 9-12), d’une présentation des deux éditeurs scientifiques (pp. 13-20) et d’une introduction de Sylvie Poirier, spécialiste des Aborigènes d’Australie, sur « Les dynamiques relationnelles des jeunes autochtones » (pp. 21-36). Quelques mots sur les auteurs terminent l’ouvrage (pp. 191-193). Comme le présentent Natacha Gagné et Laurent Jérôme...
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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 | 0.007 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.009 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.001 | 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".