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Record W4413989854 · doi:10.1080/14601176.2025.2539007

The ‘Great Plane’: the designed landscape at Loudoun Castle, East Ayrshire, Scotland, 1690 to the early 1900s

2025· article· en· W4413989854 on OpenAlex
Margaret Stewart

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueStudies in the History of Gardens & Designed Landscapes · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsnot available
Fundersnot available
KeywordsHistoryGeographyAncient historyDemographySociology

Abstract

fetched live from OpenAlex

The designed landscape at Loudoun Castle, Ayrshire in southwest Scotland, is of the highest importance in the history of Scottish landscaping, It is a formal landscape of extending avenues aligned on distant focal points – a style now recognised as the Scottish Historical Landscape. This essay is a detailed account of Loudoun’s design and development based on primary sources which include archival documents and maps, and contemporary aerial and Lidar survey. The methods used include archival research, map digitisations, land survey, aerial and land photography, as well as the analyses of cultural, historical and symbolic content and a pertinent historiographical issue. The attribution of the design to the Earl of Mar was first made in the nineteenth century and this essay confirms this from an archival source. Mar’s collaborators are identified as Hugh Campbell, 3rd Earl of Loudoun (c.1677–1731), the executant architect on site was Alexander McGill (died 1734) and the architect, James Gibbs (1682–1754) contributed now lost garden buildings. Finally, the essay presents a stylistic analysis of the design and links Loudoun with other plans by the Earl of Mar, placing it within the Scottish and the wider European contexts of the period.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.564
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.088
GPT teacher head0.254
Teacher spread0.167 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it