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Record W4213439430 · doi:10.37472/2617-3107-2021-4-10

THE FEATURES OF TEACHER TRAINING FOR MEDIA EDUCATION OF STUDENTS IN THE DEVELOPED ENGLISH-SPEAKING COUNTRIES

2021· article· en· W4213439430 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

VenueEducation Modern Discourses · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsMedia literacyLiteracyVocational educationPedagogyVariety (cybernetics)Mathematics educationReading (process)Teacher educationDigital mediaProcess (computing)PsychologySociologyComputer sciencePolitical science

Abstract

fetched live from OpenAlex

Media literacy deserves a special place in teacher education, as it stimulates critical thinking, including a variety of reading, writing and speaking skills, the use of computer technology and the decoding of various types of information. In the article, the author analyzes the features of teacher training for media education of students in developed English-speaking countries. Media literacy, introduced into training programs, can be very useful and effective. Preparation for the development of media literacy of teachers can be carried out in the process of advanced training, educational psychology courses, basic training courses and teaching practice. Media literacy contributes to critical thinking, focusing on social issues, understanding the branches of knowledge and children, and shaping teacher professionalism. Media literacy offers prospective teachers new opportunities to succeed and improve school performance. The Canadian, British, Australian, American colleges and universities train teachers in media education. They are acquainted with the media education theory and practice, modern technologies of media education on the system of «key concepts», possibilities of using digital technologies in the process of media education of students. The National Media Education Associations offer vocational courses and media workshops for teachers. One of the most popular ways to improve the qualification and self-education of teachers is MOOC (Futurelearn, Coursera, EdX).

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.210
Threshold uncertainty score0.847

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 head0.076
GPT teacher head0.436
Teacher spread0.360 · 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