Land at the King's Head, Lane, Newquay, Cornwall Results of a Heritage Assessment
Bibliographic record
Abstract
The results of a heritage assessment carried out by South West Archaeology Ltd. (SWARCH) for land at the King's Head, Lane, Newquay, Cornwall, in advance of a planning application for the site for residential and commercial development. The site lies within the southern part of the long wedge-shaped block of fields which survive as open land, between Trenninick Hill and Trencreek Road, with an additional field to the east of Trencreek Road. It forms part of the enclosed strips of a former open field system associated wit the medieval settlement at Trencreek. The current development to the eastern side of the site is generally small scale; some early 20th century detached residential developments along Trencreek Road with a small housing estate at the junction of Trencreek Road and the A392. To the west lie larger industrial/commercial developments including Morrisons supermarket. The fields to the north are used for grazing horses. They present as grass pasture, if a little overgrown, and have tall mature hedgebanks and hedges between, with metal five bar gates between fields.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.002 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.020 | 0.003 |
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".