Bibliographic record
Abstract
Cet article étudie un motif de naïade de libellule brodé sur un manteau en cuir d’orignal ayant pour origine la Première Nation des Pekuakamiulnuatsh de Mashteuiatsh, manteau actuellement conservé au National Museum of the American Indian (Smithsonian Institution) de Washington. Alors que l’étude des motifs décoratifs innus s’est principalement concentrée sur les motifs floraux, cet article en propose une lecture renouvelée. Les auteures analysent la place des libellules dans les savoirs et les pratiques ilnus en s’attachant aux relations interspécifiques qui leur sont associées, notamment avec les poissons. S’inscrivant dans un contexte de recherche collaborative entre experts locaux et chercheurs universitaires, l’article expose comment a été identifié puis étudié le motif au sein de la communauté. Il s’attache enfin à illustrer comment l’étude du manteau et du motif peut devenir un support de revitalisation et de réappropriation de connaissances culturelles et écologiques.
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 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.347 | 0.128 |
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".