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Record W4392424020 · doi:10.6000/1929-4409.2020.09.342

Formation and Development of Cultural Competence by Increasing Access to Material Forms of Historical and Art-History Heritage

2021· article· en· W4392424020 on OpenAlex
Hanna Chmil, Iryna Zubavina, Інна Кузнєцова, Maryna Mishchenko

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

VenueInternational Journal of Criminology and Sociology · 2021
Typearticle
Languageen
FieldComputer Science
TopicEducational Innovations and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsCultural heritageCompetence (human resources)AestheticsHistorySociologyVisual artsAnthropologyArtPsychologyArchaeologySocial psychology

Abstract

fetched live from OpenAlex

The formation of the practical competence of the cultural cycle is determined, first of all, by the formation of access to the fund of material and non-material forms of art, which makes it possible to expand the possibilities of an individual to increase his cultural level. The relevance of the study is determined primarily by the fact that each individual must not only carry out his practical activities but also form an understanding of the meaning of cultural studies in his mind. In this regard, and in the context of overcoming crisis phenomena in the economy, turning to non-material forms becomes a priority task for bearers. The novelty of the research is determined by the possibilities of increasing access to cultural products, while the importance of access is determined not only by high culture. The authors show that the ability to access forms of mass culture also matters. It is shown that one of the possibilities of access to popular culture is to increase the level of distribution of library access. Using the example of countries that declare their commitment to raising the cultural level of the population, the necessity for the development of digital educational resources is shown. The practical significance of the study is determined by the possibilities of widely involving the population in the processes of digitalisation of information carriers about art and, on the basis of this, about the formation of general cultural competence in society as a whole.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.612
Threshold uncertainty score0.179

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 studies0.0000.000
Scholarly communication0.0000.000
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 head0.109
GPT teacher head0.335
Teacher spread0.226 · 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