For a Social Archaeology at the Droulers/Tsiionhiakwatha and Mailhot-Curran Sites
Bibliographic record
Abstract
St. Lawrence Iroquoian social archaeology is at the center of our investigation and households will be discussed in this paper using domestic pottery and spatial analysis of cultural remains from two village sites of the Saint-Anicet area. The villages of Droulers and Mailhot-Curran will be used for this study. Droulers is a late 15th century village, which is actually the biggest known Iroquoian village in Québec with an estimated size of 1.3 ha. This settlement was probably occupied by at least 500 souls distributed over a dozen multifamily dwellings. Mailhot-Curran is a smaller 16th century village with six longhouses distributed over 0.6 ha with an estimated population of 200 persons. Selected households allow us to study social relations between its members and their clan affiliation.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.033 | 0.002 |
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".