Heritage & History: Britain, Ireland & 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
This book relates four decades work; the history of the sea-linked peoples in north-west Europe, the British Isles, Ireland, touching on Iceland, Greenland and Vinland settlement on the river St. Lawrence, Newfoundland, Canada. Heritage & History chronicles Morton 5800 BC, Rhondda Calendar 4270 BC, Tustrup and Stonehenge 3100-2500-1100 BC, Brython Measurement Values, Fibonacci series, Celtic Numbers, Cheddar Man, the Carnac stone lines. Sun and Moon calendars and a five day weeks from 4270 BC to 61 AD until the advent of the Roman Empire and Julius Caesars’ seven day week calendar are examined. Every chapter was composed on a stand-alone basis, each is inter-related to many others; some repetition is involved where illustrations are integral to the relevant text.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.070 | 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 it