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Record W3009357286 · doi:10.1784/insi.2020.62.3.152

Delivering the National Trust's preservation purpose: mission, strategy and structure

2020· article· en· W3009357286 on OpenAlex

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

VenueInsight - Non-Destructive Testing and Condition Monitoring · 2020
Typearticle
Languageen
FieldArts and Humanities
TopicCultural Heritage Management and Preservation
Canadian institutionsnot available
Fundersnot available
KeywordsVisitor patternAccreditationCultural heritageContext (archaeology)Measure (data warehouse)Environmental resource managementPerformance indicatorBusinessComputer sciencePolitical scienceGeographyMarketingEconomicsArchaeology

Abstract

fetched live from OpenAlex

Whilst reporting on numerical-based activities such as income versus expenditure is relatively straightforward for organisations seeking to understand their progress in meeting their objectives, it is more difficult to present nonnumerical-based activities such as conservation and preservation in similar terms. However, without numerical key performance indicators (KPIs) conservation activities risk becoming invisible in organisational reporting, compared to activities that are easier to measure, such as, in heritage organisations that open their assets to the public, visitor numbers and income. The National Trust for England, Wales and Northern Ireland has devised a numerical measure to describe relative performance in reaching defined conservation standards, benchmarked against external standards such as the Canadian Conservation Institute's 'Agents of Deterioration' framework and the UK's Museum Accreditation Scheme. This paper describes the development and practice of this measure, the Conservation Performance Indicator (CPI), with particular reference to cultural heritage features, such as historic interiors, collections, buildings and archaeology, and in the context of the evolution of a devolved structure.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.611
Threshold uncertainty score0.683

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.000
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 head0.169
GPT teacher head0.275
Teacher spread0.106 · 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