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Electronic documents are part of the digital heritage of modern society

2022· article· en· W4309461881 on OpenAlexaboutno aff
Olena Shevchenko, Vasyl Sprynsyan

Bibliographic record

VenueScientific journal “Library Science Record Studies Informology” · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicDigital and Traditional Archives Management
Canadian institutionsnot available
Fundersnot available
KeywordsCultural heritageDigitizationCultural heritage managementIndustrial heritageValuesResource (disambiguation)UkrainianComputer scienceWorld Wide WebSociologyPolitical scienceLaw

Abstract

fetched live from OpenAlex

The purpose of the article is to provide a theoretical description of the main aspects of functioning of electronic documents as part of the digital heritage of modern Ukrainian society; to outline its place in the preservation of digital cultural heritage; to focus attention on the contribution of Ukrainika as a valuable resource of digital heritage. Moreover, the aim of the paper is to reveal the essence of the concept of "digital heritage" in the UNESCO "Charter on the Preservation of Digital Heritage", the Vancouver Declaration "Memory of the World in the Digital Age: Digitization and Preservation", "Recommendations on Ensuring Preservation and Access to Documentary Heritage", as well as to analyse the trends in the activities of the European Digital Library. The research methodology is based on the retrospective analysis that has been used to determine the goals, tasks of the design of the expected findings in the process of collecting and processing facts. The features of "digital heritage", "cultural heritage" concepts, description of the problem of documentary heritage preservation have been analysed. The textological method has been used to form the idea about the system of preserving the cultural heritage of the Ukrainian people; the generalisation method enabled revealing the general picture of the place of electronic documents as part of the digital heritage of the information sphere of society's life. The scientific novelty of the work consists in substantiating the inclusion of electronic documents in the information space with the help of modern technologies, which contributes to the digitalisation of cultural heritage, education and science of Ukraine. Conclusions. Electronic documents occupy an important place in the composition of digital and documentary heritage. The world community has a developed legal framework and experience in preserving digital documentary heritage. As a European state, Ukraine regularly participates in replenishing the world's digital documentary heritage by providing free access to it for users. Keywords: digital heritage, documentary heritage, cultural heritage, electronic document, digital resource, information space, library fund.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.990
Threshold uncertainty score0.066

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.007
Science and technology studies0.0030.007
Scholarly communication0.0100.007
Open science0.0010.005
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0200.005

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 head0.025
GPT teacher head0.220
Teacher spread0.195 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreCommentary

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".

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Citations3
Published2022
Admission routes1
Has abstractyes

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