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Record W4393430517 · doi:10.28925/2312-5829.2024.12

Peculiarities of the Application of Information and Communication Technologies for Distance Learning of the Canadian Border Guard Service Personnel

2024· article· en· W4393430517 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueEducological discourse · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicInnovative Educational Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsGuard (computer science)Service (business)BusinessComputer scienceComputer securityTelecommunicationsMarketing

Abstract

fetched live from OpenAlex

The paper reveals the peculiarities of the development of distance education in Canadian educational institutions. The specifics of distance learning in the most popular land-based and virtual universities in different provinces of Canada are highlighted. The main tasks of distance education in the Canadian higher education system are identified. The key problems that hinder the development of distance education at the international level are identified. It is proved that distance learning in Canada is successfully integrated into the educational process and is aimed at training highly qualified specialists in various fields. It is known that due to changes in security legislation in 2001, the practice of visiting different checkpoints was cancelled. It is proved that Second Life is an online world in which users (residents) create avatars and interact with other participants, places or objects. It was noted that a virtual border crossing point was created using Second Life to train cadets to conduct interviews with people crossing the border at checkpoints to Canada. It has been researched that in order to enroll in distance learning and continuing education courses, certain requirements must be met. It is indicated that distance education offers hundreds of courses available on a monthly or semester basis. The article describes the distance learning course "Border Services" on the website, which is divided into two parts. It is known that the first part of the course is designed to provide students with an understanding of the activities and functions of the Canada Border Services Agency and the second one is to provide students with an understanding of Canadian citizenship and immigration.

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)0.001
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 score0.767
Threshold uncertainty score0.985

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
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 head0.021
GPT teacher head0.363
Teacher spread0.342 · 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