RE‐IMAGINING NAVAN FORT: NEW LIGHT ON THE EVOLUTION OF A MAJOR CEREMONIAL CENTRE IN NORTHERN EUROPE
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Summary This article presents major discoveries from a new campaign of large‐scale multi‐method geophysical surveying, focused on Navan Fort and its environs. Alongside a re‐appraisal of excavated evidence, it offers a new model for the evolution of Navan. The large earthwork now known as Navan Fort sits alongside other iconic monuments such as Tara, Rathcroghan, Knockaulin and Cashel as one of Ireland’s so‐called provincial centres. Historical texts imply that these Iron Age complexes became enduring symbols of power for early medieval societies, and royal centres for overkings. These references, alongside the incredible scale of these landscapes, have encouraged intensive research, but only recently has non‐invasive survey begun adding new data and facilitating new interpretations. Prior to the present study, discussion of Navan Fort was limited to the results of small‐scale but iconic excavations. These new discoveries significantly change understandings, adding spectacular new monumental phases, and facilitating re‐assessment of Navan’s role within both later prehistoric and medieval society, as well as of the nature of ceremonial landscapes and their role in developing sacral kingship in northern Europe.
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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 | 0.000 |
| 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 it