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Record W6912950180 · doi:10.5284/1111779

Silverband Mine Brake House, Dufton Fell, Milburn, Cumbria: Built Heritage Assessment Report

2022· article· en· W6912950180 on OpenAlexaff

Bibliographic record

VenueArchaeology Data Service · 2022
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture and Biological Studies
Canadian institutionsStantec (Canada)
Fundersnot available
KeywordsContext (archaeology)BrakePlan (archaeology)Historic siteRoofAerial surveyNational heritage

Abstract

fetched live from OpenAlex

Stantec carried out a built heritage assessment of Silverband Mine Brake House, Milburn, Cumbria, England, NGR NY 6949 3070, on behalf of the Natural England Moor House National Nature Reserve (MHNNR) in March 2022. The works were carried out prior to the proposed conservation of the Brake House as part of a Conservation Management Plan being put together by Countryside Consultants of Alston. The Brake House and its associated aerial ropeway were built in 1939 to serve Silverband Mine, a former lead and barytes mine which operated intermittently from at least the 17th century until its final closure in 2006. Both the aerial ropeway and Brake House form part of a Scheduled Monument (NHLE 1021009), and as such are of national importance. The scheduling identifies the site as a rare example of a 20th century aerial ropeway, few of which now survive, and the site is identified as the best surviving example of an aerial ropeway used in a metal-mining context in England. A full Historic England Level 2 survey of the Brake House and aerial ropeway was carried out. The survey identified that, although the ropeway had been damaged by attempts to salvage and remove it when the mine closed in 1964, and the Brake House had suffered through having lost its roof and having partially collapsed, sufficient evidence of its original form and function survived to be able to interpret the structure and provide an understanding of how it had functioned. A complete archive of digital photographs from the survey will be deposited with Archaeological Data Services (ADS). This report and the archive are considered a complete record of the Brake House and aerial ropeway, and no further work is recommended prior to its conservation.

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.

How this classification was reachedexpand

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.412
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0020.007
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.051
GPT teacher head0.271
Teacher spread0.220 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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