Bibliographic record
Abstract
Magnetometer surveys and resumed excavations in Jelling, Jutland, have indicated that the Viking-Age monuments, since 1994 a UNESCO World Heritage Site, were far more extensive that had previously been believed. The new discoveries also had implications for the interpretation of the central area of the complex between the two great mounds. This included the building sequence that had been identified beneath the Romanesque Stone Church. A building-archaeological investigation of the stone church and a new analysis of the early-medieval frescoes were therefore included in the research agenda of the National Museum's Jelling Project. Both initiatives involved digitisation of the data from previous investigations and underlined the potential of the old documentation of the church and its frescoes in the National Museum archives. Other studies focused on the use of calcareous tufa as a building material for churches and the transition from the use of wood to stone. In addition, the relationship between early medieval churches and ancient mounds of the past were examined, including the reuse of mounds as platforms for timber-built bell towers. The publication brings the results of the various projects together.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".