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Record W4387702775 · doi:10.5430/jct.v12n5p47

Peculiarities of Distance Learning Organization in the Professional Training of Information, Librarianship, and Archives (European Experience)

2023· article· en· W4387702775 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.

venuePublished in a venue whose home country is Canada.
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

VenueJournal of Curriculum and Teaching · 2023
Typearticle
Languageen
FieldComputer Science
TopicLibrary Science and Information
Canadian institutionsnot available
Fundersnot available
KeywordsEuropean unionCompetence (human resources)Distance educationLifelong learningNoveltyProfessional developmentVocational educationBest practicePolitical scienceSociologyLibrary scienceKnowledge managementPedagogyComputer sciencePsychologyBusiness

Abstract

fetched live from OpenAlex

The article’s aim is to analyze the distance learning peculiarities in the professional training of the specialty “Information, library, and archive management” based on the European experience. Methodology. For the revelation of the problematic the systematic method, comparative analysis, abstraction, and dialectical method were used. The results evaluated the experience of European universities in the implementation of relevant educational programs, namely the British, French, Spanish practices were analyzed. Since 2007 the European Union has been funding research to explore the best models for organizing distance education. Many universities have integrated library, information, and archival specialties, inspired by the British experience. Training in these fields focuses on equipping students with competencies that are applicable across these professions. While the UK's digitalization and information infrastructure are advanced, other countries can still benefit from adopting their experience, formalized in a national standard. France and Spain have also given significant attention to the issue of distance learning. Spain, for instance, has been diligently preparing for the introduction of distance learning since 2010. The practical significance and novelty of the research lies in its potential to offer valuable insights into the best practices and approaches adopted by EU in organizing distance learning for these professions. Other nations and regions can learn from these experiences. In conclusions it is shown, that across all European Union countries, there has been a common emphasis on ensuring both teachers and students possess digital competence, a critical element in organizing training for information, archiving, and librarianship.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.503
Threshold uncertainty score0.555

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 studies0.0000.000
Scholarly communication0.0000.008
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 head0.010
GPT teacher head0.221
Teacher spread0.211 · 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