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Globalization, Technologies, and Digital Culture in Graduate Contexts: Intercultural Possibilities and Challenges

2023· article· en· W7134952486 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLiverpool John Moores University · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Leadership and Innovation
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsDigital cultureNegotiationDigital storytellingEducational technologyDigital mediaComputer-mediated communicationEducational research

Abstract

fetched live from OpenAlex

This study focused on interculturally juxtaposing different higher education communities’ experiences with digital culture and technologies. The dialogues created among researchers from three different countries – Brazil, Canada, and the UK – contribute to an exchange of reflections and problematizations of what innovative and ubiquitous pedagogical practices are like. For the past few years, especially due to COVID-19, researchers have identified the impact of digital culture on educational practices in different universities, highlighting there is a need to further understand the relationship between the advancements in digital culture and its outcomes for innovative educational practices. The participants in the study helped the research team to consider the possibilities and challenges of digital culture in education by sharing perspectives on: 1) the conception educational communities in universities have about innovation, educational practices and digital culture; and 2) the relationship of instructors, students, and other members of the educational community (e.g.; secretaries, deans, head of departments) toward educational practices that include innovation, and digital culture in their day-to-day practices. Our discussions broadened the notions of innovation, and digital culture in educational practices by inviting professionals from universities from different contexts to reflect on intercultural aspects that shape new dialogues to negotiate tensions among educational practices within digital culture. Keywords

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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.728
Threshold uncertainty score0.275

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 communication0.0000.001
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 head0.062
GPT teacher head0.276
Teacher spread0.214 · 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