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Record W3047098838 · doi:10.5430/ijhe.v9n7p107

Introduction of New Forms of Education in Modern Higher and Vocational Education and Training

2020· article· en· W3047098838 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 · 2020
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicLabor Market and Education
Canadian institutionsnot available
Fundersnot available
KeywordsVocational educationContext (archaeology)Higher educationSightProcess (computing)PedagogyFurther educationDual (grammatical number)Political scienceSociologyMathematics educationPsychologyComputer scienceGeography

Abstract

fetched live from OpenAlex

This article sets sights on highlighting the effectiveness and efficiency of higher and vocational education and training, as well as exploring ways to address and implement the current reform agenda in the field. The research was conducted on the basis of a generalizing and comparative method, to identify the problems and development of vocational and higher education. Within the framework of the conducted research the current state of vocational and higher education has been characterized; the features of online learning at leading universities and its advantages has been clarified; the prospects of introduction of continuity of education have been studied, for the development of personality abilities, taking into account changes in society in the context of improvement of the system of vocational and higher education caused by the European integration process of education; directions for the development of vocational and higher education as part of the national education system and society in general have been outlined. It is determined, that at the present stage the domestic education system should be improved and transferred to an innovative way of development in accordance with developed countries. In the near future, such modern forms of education as: distance education, dual education, continuing vocational education and others, should be improved and implemented into the educational process.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.639
Threshold uncertainty score0.471

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 head0.029
GPT teacher head0.278
Teacher spread0.249 · 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