W8banaki Subsistence Patterns During the 18th and 19th Centuries at the Fort Odanak Site, Québec, Canada
Bibliographic record
Abstract
Built in the early eighteenth century on the banks of the Saint-François River (Québec, QC, Canada), the fortified Jesuit mission of Saint-François-de-Sales was an important W8banaki centre during the colonial period. Between 2010 and 2021, archaeological excavations conducted by the W8banaki Nation led to the discovery of the mission’s remains at the Fort Odanak site (CaFe-7) in the historical centre of the village of Odanak. They revealed numerous pit features (used for food storage or refuse disposal), post moulds and hearths, along with diverse artifact assemblages. The analysis of plant macro-remains found in six pits and two hearths at the site was undertaken to document the evolution of culinary practices at the mission and to reconstruct the local environment and its exploitation by the mission’s inhabitants. Results suggest the persistence of traditional Indigenous subsistence patterns during the eighteenth and nineteenth centuries as well as the integration of European foods into the Abenaki diet via trade and close contact with Canadien (i.e. French Canadian) farmers in the region.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".