“… the most delicious fish …”—toward a zooarchaeology of the green sea urchin, <i>Strongylocentrotus droebachiensis</i> , on the coastal Northeast of North America
Bibliographic record
Abstract
Recent studies have underlined the importance of shellfish in Ancestral Wabanaki diets. Green sea urchin (Strongylocentrotus droebachiensis) remains are a substantial component of shellfish assemblages from some Ancestral Wabanaki habitation sites and are present in smaller amounts in many other archaeological sites on the coastal Northeast. We summarize extant knowledge of archaeological sea urchin remains in the Quoddy Region of New Brunswick and Maine, part of the traditional homeland of the Peskotomuhkatiyik (the Passamaquoddy people). We position this information in regional historical, ecological, and archaeological contexts. Our results suggest that sea urchins were harvested at specific points in the annual tidal cycle. We also suggest that changes in sea urchin abundance through time could reflect changes in local environments, perhaps partially associated with changing climates.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".