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Record W3118306287 · doi:10.5430/ijhe.v10n3p158

Developing the Digital Culture among the Students of Educational Faculties in Prince Sattam Bin Abdulaziz University

2021· article· en· W3118306287 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

VenueInternational Journal of Higher Education · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicTechnology-Enhanced Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSample (material)BinMedical educationDigital cultureMathematics educationHigher educationPlan (archaeology)PsychologyPedagogySociologyComputer scienceMedia studiesPolitical scienceMedicineGeography

Abstract

fetched live from OpenAlex

The study was aimed to show the reality of practicing digital culture among students of the Education Faculties at Prince Sattam bin Abdulaziz University from their point of view, and to explain the obstacles and problems facing its implementation, and to monitor the university’s efforts in developing digital culture among its students. To achieve these aims, a descriptive method was used, and the researchers designed a questionnaire consisting of (32) items. It was distributed on three domains, and the sample was chosen randomly from the students of Prince Sattam bin Abdulaziz University (180), and the results revealed that the approval of the students of Prince Sattam bin Abdulaziz University on the reality of the university’s development of digital culture came with a medium degree. As for the university’s efforts to develop a digital culture among students came with a high degree, and the results showed that there are statistically significant differences in the viewpoint of the sample members towards the reality of digital culture among the students of the education faculties at the university according to the gender variable in favor of females, and specialization (in favor of kindergartens), and according to the academic year variable (in favor of the fourth year), the study recommends setting a strategic plan to promote digital culture and digital transformation in the education faculties and to invest modern communication technologies in supporting and developing educational technologies at the university.

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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.125
Threshold uncertainty score0.344

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 science0.0010.000
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 head0.020
GPT teacher head0.375
Teacher spread0.356 · 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