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Record W7162091235 · doi:10.5284/1142699

Don Cutlery Works, Doncaster Street, Sheffield: Statement of Heritage Significance

2024· article· en· W7162091235 on OpenAlexaboutno aff
Richard Pougher, Victoria Beauchamp

Bibliographic record

VenueArchaeology Data Service · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical and Cultural Archaeology Studies
Canadian institutionsnot available
Fundersnot available
KeywordsStatement (logic)Quarter (Canadian coin)Industrial heritageCultural heritageArchitectureCarving

Abstract

fetched live from OpenAlex

TJC Heritage Ltd. was commissioned to produce a statement of heritage significance and for Don Cutlery Works, Sheffield, to inform development proposals for the site. Subsequently a heritage impact assessment was produced to assess the impact of proposals for the residential conversion of the building. The assessment included desk-based and archival research, a buildings appraisal and statement of significance. The assessment has established the origins and historic development of the buildings at the site, revealed to be a multi-phase cutlery workshop. The buildings at Don Cutlery Works were constructed from c.1838-1851 onwards, with significant expansion in the late-19th century. It is likely that they were built as prospective development to satisfy demand for the expanding metal trades industry in Sheffield in the 19th century, a common occurrence. The buildings themselves have remained relatively unaltered, with the exception of installation of electrical power and general isolated collapse. The site is considered to be of national significance, recognised by its Grade II listing, on account of its architectural and historical interest as a good example of a cutlery works complex. The arrangement of rooms and windows illustrates the usage of spaces, including hand forging in the basement of the North Range and the ground floor of the South Range. The arrangement of cutlers' windows in the workshops to the upper floors, with evidence for workbenches beneath, identifies that this part of the Don Cutlery Works was focused more on assembly than grinding. Office spaces, identified by smaller subdivided rooms, with fireplaces and elements of decorative schemes reflects the combined functions of management and manufacture within one factory complex.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.872
Threshold uncertainty score0.990

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 studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
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 head0.061
GPT teacher head0.329
Teacher spread0.268 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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
Published2024
Admission routes1
Has abstractyes

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