The Excavation of Duddo Stone Circle, Northumberland
Bibliographic record
Abstract
This paper reports on the 2008 excavations at Duddo Stone Circle, Northumberland; the first excavation of a stone circle in the north-east of England under modern conditions. The project was successful in radiocarbon dating archaeobotanical material that suggests a date for construction at the beginning of the Early Bronze Age, and cremated human bone that dates its potential re-use for burial to around 1700 cal bc . This report provides a stratigraphic account of the results of the excavation and specialist reports on the archaeobotanical remains, the radiocarbon dates, and the finds recovered. The discussion considers Duddo in the context of other stone circles in the North-East and Borders, and more generally across the United Kingdom, concluding that heterogeneity is a regional trait in north-eastern England and southern Scotland, much as architectural or landscape affinities link similar monuments in other regions.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".