Topographic Analysis of the Dorset Occupation at Phillip’s Garden, Northwestern Newfoundland: Implications for Dwelling Numbers, Forms, and Site Settlement
Bibliographic record
Abstract
A topographic survey of the Dorset site Phillip’s Garden identified 183 surface features that potentially expand present understandings of social life at the settlement. Its long history of archaeological excavations focused on depressions observable on the ground surface. Excavation confirmed them as large dwellings, which became the basis for describing a unique settlement pattern at the site. This survey detected more subtle depressions and other features, which while remaining untested, could reveal new settlement practices. The number of possible dwellings at the site could more than double earlier estimates, and many of those appear to be lightly constructed compared to excavated houses. The distribution of features shows variation in density and possibly, that feature construction may have involved incorporating other houses and the natural beach terraces. Issues of seasonality, household organization, and cultural and profiles are some of the implications that could be explored as a result of this survey.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 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".